{ "title": "Data Migration Failure Rate: What the Studies Actually Measured, and Where the 83% Comes From", "source_count": 301, "sources": [ { "publisher": "37signals (David Heinemeier Hansson)", "title": "Our cloud-exit savings will now top ten million over five years (David Heinemeier Hansson, 37signals)", "url": "https://world.hey.com/dhh/our-cloud-exit-savings-will-now-top-ten-million-over-five-years-c7d9b5bd", "published": "2024-10-17", "accessed": "2026-10-13", "access": "open" }, { "publisher": "A-Team Insight (citing Bloor Research)", "title": "Data Migration Problems Haven't Changed in 10 Years, Say Datanomic and Iergo (A-Team Insight, 2 October 2009)", "url": "https://a-teaminsight.com/blog/data-migration-problems-havent-changed-in-10-years-say-datanomic-and-iergo/", "published": "2009-10-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Accenture", "title": "Most Companies Continue to Struggle to Realize Full Business Value from their Cloud Initiatives, Accenture Report Finds (press release for 'Sky High Hopes: Navigating the Barriers to Maximizing Cloud Value')", "url": "https://newsroom.accenture.com/news/2020/most-companies-continue-to-struggle-to-realize-full-business-value-from-their-cloud-initiatives-accenture-report-finds", "published": "2020-11-16", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Accenture", "title": "Perspectives on Cloud Outcomes: Expectation vs. Reality (Accenture research report PDF)", "url": "https://newsroom.accenture.com/content/1101/files/researchreport.pdf", "published": "2018-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ACM Queue", "title": "Assessing IT Project Success: Perception vs. Reality (ACM Queue vol. 22 no. 4)", "url": "https://queue.acm.org/detail.cfm?id=3687999", "published": "2024-09-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Adaptiva (via CIO Dive)", "title": "Survey: Majority of businesses planning Windows 10 upgrade over next 12 months", "url": "https://ciodive.com/news/survey-majority-of-businesses-planning-windows-10-upgrade-over-next-12-mon/423918", "published": "2016-08-05", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Adaptiva (via Redmond Channel Partner)", "title": "Survey: Windows 10 Migrations Are on Right Track", "url": "https://rcpmag.com/articles/2017/06/27/adaptiva-windows-10-survey.aspx", "published": "2017-06-27", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Amazon Web Services", "title": "Amazon Web Services Announces that over 1,000 Databases Have Migrated to AWS since January 1, 2016 (Amazon press release, 15 March 2016)", "url": "https://press.aboutamazon.com/2016/3/amazon-web-services-announces-that-over-1-000-databases-have-migrated-to-aws-since-january-1-2016", "published": "2016-03-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Amazon Web Services", "title": "AWS Database Migration Service (AWS product page, as of 13 October 2026)", "url": "https://aws.amazon.com/dms/", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Amazon Web Services", "title": "AWS Database Migration Service: 20,000 Migrations and Counting (AWS News Blog, Jeff Barr, 7 March 2017)", "url": "https://aws.amazon.com/blogs/aws/aws-database-migration-service-20000-migrations-and-counting/", "published": "2017-03-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Amazon Web Services", "title": "AWS Database Migration Service: obsesionado con ayudar a los clientes a liberarse de las bases de datos de la vieja guardia (AWS Spanish blog, Dan Neault, 26 October 2020)", "url": "https://aws.amazon.com/es/blogs/aws-spanish/aws-database-migration-service-obsesionado-con-ayudar-a-los-clientes-a-liberarse-de-las-bases-de-datos-de-la-vieja-guardia/", "published": "2020-10-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Amazon Web Services", "title": "AWS Database Migration Service: obsessed with helping customers break free from old guard databases (AWS Database Blog, Dan Neault, 15 October 2020, updated 14 December 2020)", "url": "https://aws.amazon.com/blogs/database/aws-database-migration-service-obsessed-with-helping-customers-break-free-from-old-guard-databases/", "published": "2020-12-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Amazon Web Services", "title": "Database Migration: Gaining Momentum (AWS Database Blog, Ilia Gilderman, 7 September 2017)", "url": "https://aws.amazon.com/blogs/database/database-migration-gaining-momentum/", "published": "2017-09-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Andreessen Horowitz", "title": "The Cost of Cloud, a Trillion Dollar Paradox (Andreessen Horowitz, Sarah Wang and Martin Casado)", "url": "https://a16z.com/the-cost-of-cloud-a-trillion-dollar-paradox/", "published": "2021-05-27", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Andy Abbas (DAG) on LinkedIn", "title": "Most Data Migration Projects Bust Both Budgets AND Schedules. Will Yours?", "url": "https://www.linkedin.com/pulse/most-data-migration-projects-bust-both-budgets-schedules-andy-abbas", "published": "2015-09-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Ankura", "title": "How to Mitigate the Risks and Challenges in Data Migration", "url": "https://ankura.com/insights/how-to-mitigate-the-risks-and-challenges-in-data-migration", "published": "2022-02-23", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Artemis Ventures LLC (Hollis Tibbetts)", "title": "Dirty Data Costs the US Economy $3.1 Trillion Yearly (Artemis Ventures LLC press release, Newswire, 11 September 2011)", "url": "https://www.newswire.com/news/dirty-data-costs-the-us-economy-3-1-trillion-yearly-93846", "published": "2011-09-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Atlassian", "title": "Calculating the cost of downtime (Atlassian Incident Management handbook, KPIs)", "url": "https://www.atlassian.com/incident-management/kpis/cost-of-downtime", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Auvik", "title": "Cloud Migration Statistics (Auvik, Frankly IT blog)", "url": "https://auvik.com/franklyit/blog/cloud-migration-statistics", "published": "2026-03-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Auxis", "title": "5 Steps for Building a Successful Cloud Migration Strategy (Auxis blog)", "url": "https://www.auxis.com/5-steps-for-building-a-sucessful-cloud-migration-strategy/", "published": "2023-10-30", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Banken.nl (Monocle Solutions interview)", "title": "Monocle Solutions: 'Measured approach voorkomt valkuilen bij datamigraties'", "url": "https://www.banken.nl/nieuws/24518/monocle-solutions-measured-approach-voorkomt-valkuilen-bij-datamigraties", "published": "2023-05-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "BCS (Johny Morris, citing Bloor Research)", "title": "Data Migration - Free Training (Johny Morris, BCS blog, 7 November 2008)", "url": "https://www.bcs.org/articles-opinion-and-research/data-migration-free-training/", "published": "2008-11-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "BCS (Johny Morris, citing Bloor Research)", "title": "Data Migration - More from Bloor (Johny Morris, BCS blog, 15 July 2011)", "url": "https://www.bcs.org/articles-opinion-and-research/data-migration-more-from-bloor/", "published": "2011-07-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "BCS (Johny Morris)", "title": "Data Migration - The Latest Bloor Report (Johny Morris, BCS blog, 9 September 2011)", "url": "https://www.bcs.org/articles-opinion-and-research/data-migration-the-latest-bloor-report/", "published": "2011-09-09", "accessed": "2026-10-13", "access": "open" }, { "publisher": "BCS (Johny Morris)", "title": "Data Migration - White paper from Bloor Research (BCS blog, 19 October 2007)", "url": "https://www.bcs.org/articles-opinion-and-research/data-migration-white-paper-from-bloor-research/", "published": "2007-10-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "BitTitan", "title": "Exertis Adds BitTitan to Cloud Services Offering (BitTitan blog, 18 July 2022)", "url": "https://www.bittitan.com/?p=5203", "published": "2022-07-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "BitTitan", "title": "Our Story: History (BitTitan company page, undated, as of 13 October 2026)", "url": "https://www.bittitan.com/our-story/history/", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Business-centric data migration (Bloor Research, paper sponsored by Celona, 23 January 2009)", "url": "https://www.bloorresearch.com/research/business-centric-data-migration/", "published": "2009-01-23", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Data Migration (Philip Howard, Bloor Research, 3 October 2007: announcement of the 2007 survey and white paper)", "url": "http://www.bloorresearch.com/analysis/data-migration/", "published": "2007-10-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Data Migration (white paper, Philip Howard, Bloor Research, 24 September 2007)", "url": "https://www.bloorresearch.com/research/data-migration/", "published": "2007-09-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Data Migration 2013 (Philip Howard, Bloor Research blog, May 2013)", "url": "http://www.bloorresearch.com/blog/im-blog/2013/5/data-migration-2013/", "published": "2013-05-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Data Migration Report - 2011 (Philip Howard, Bloor Research, 23 August 2011)", "url": "https://www.bloorresearch.com/research/data-migration-report-2011/", "published": "2011-08-23", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Data migration snippets (Philip Howard, Bloor Research, 7 June 2011)", "url": "http://www.bloorresearch.com/analysis/data-migration-snippets/", "published": "2011-06-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Data Migration Survey 2011 (Philip Howard, Bloor Research, final results article, September 2011)", "url": "http://www.bloorresearch.com/analysis/11709/data-migration-survey-2011.html", "published": "2011-09-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Data Migration Technology (Bloor Research technology page, Philip Howard, updated 12 January 2015)", "url": "http://www.bloorresearch.com/technology/data-migration/", "published": "2015-01-12", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Lower your risk with application data migration (Philip Howard, Bloor Research, paper sponsored by Informatica, about 2013)", "url": "http://www.bloorresearch.com/research/white-paper/lower-risk-application-data-migration/", "published": "2013-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research", "title": "Migration matters (Philip Howard, Bloor Research, 6 May 2008)", "url": "http://www.bloorresearch.com/analysis/migration-matters/", "published": "2008-05-06", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bloor Research (citing Standish Group)", "title": "Data Migration Market Update 2008 (Bloor Research, 6 June 2008)", "url": "https://www.bloorresearch.com/research/data-migration-market-update-2008/", "published": "2008-06-06", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Boston Consulting Group", "title": "Flipping the Odds of Digital Transformation Success", "url": "https://www.bcg.com/publications/2020/increasing-odds-of-success-in-digital-transformation", "published": "2020-10-29", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Brainhub", "title": "Data Migration: Challenges & Risks During Legacy System Modernization", "url": "https://brainhub.eu/library/data-migration-challenges-risks-legacy-modernization", "published": "2025-05-22", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Bridge Global", "title": "Data Migration Problems and How to Fix Them", "url": "https://www.bridge-global.com/blog/data-migration-problems-and-how-to-fix/", "published": "2026-09-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Canonical", "title": "Application migration: best practices for success", "url": "https://canonical.com/blog/application-migration-best-practices-for-success", "published": "2022-12-08", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Canonical (Ubuntu)", "title": "Define a Data Migration Strategy (engage page)", "url": "https://ubuntu.com/engage/data-migration-strategy", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Caylent", "title": "Only 6% of Challenging Database Migrations Completed on Time, Caylent Survey Reveals (Caylent press release, 19 August 2025)", "url": "https://caylent.com/blog/only-6-of-challenging-database-migrations-completed-on-time-caylent-survey-reveals", "published": "2025-08-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ChannelInsider (citing Vision Solutions)", "title": "15 Important Facts About Business Resilience (ChannelInsider, 22 March 2016, on Vision Solutions' 2016 State of Resilience report)", "url": "https://www.channelinsider.com/tech-analysis/business-resiliency/", "published": "2016-03-22", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Channelnomics", "title": "Breaking Down the 83% Public Cloud Repatriation Number (Channelnomics)", "url": "https://www.channelnomics.com/insights/breaking-down-the-83-public-cloud-repatriation-number", "published": "2024-08-29", "accessed": "2026-10-13", "access": "open" }, { "publisher": "CIO (citing Horvath)", "title": "SAP customers struggle with S/4HANA migration (CIO, 24 March 2025, on Horvath's study 'Business Transformation Unlocked')", "url": "https://www.cio.com/article/3851772/sap-users-struggle-with-s4-hana-migration.html", "published": "2025-03-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "CIO.com (IDG)", "title": "Recession Causes Rising IT Project Failure Rates (Meridith Levinson)", "url": "https://www.cio.com/article/278344/project-management-recession-causes-rising-it-project-failure-rates.html", "published": "2009-06-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Cloudhouse (via ERP Today)", "title": "Windows incompatibility poses a dual threat to enterprise", "url": "https://erp.today/windows-incompatibility-poses-a-dual-threat-to-enterprise", "published": "2022-06-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Cloudhouse (via Intelligent CIO)", "title": "Critical operations threatened by application incompatibility for over three-quarters of businesses", "url": "https://www.intelligentcio.com/north-america/2022/06/15/critical-operations-threatened-by-application-incompatibility-for-over-three-quarters-of-businesses/", "published": "2022-06-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Communications of the ACM (Robert L. Glass)", "title": "The Standish Report: Does It Really Describe a Software Crisis? (CACM 49(8), August 2006, pp. 15-16)", "url": "https://cacm.acm.org/magazines/2006/8/5855-the-standish-report/fulltext", "published": "2006-08-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Computer Weekly", "title": "Which? calls for user compensation over Windows 10 upgrade issues", "url": "https://www.computerweekly.com/news/450304778/Which-calls-for-user-compensation-over-Windows-10-upgrade-issues", "published": "2016-09-22", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Computerworld New Zealand", "title": "Only third of IT projects delivered on time, budget: survey", "url": "http://www.computerworld.co.nz/article/523947/only_third_it_projects_delivered_time_budget_survey/", "published": "2013-08-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ControlUp", "title": "ControlUp Study Reveals Over 82% of Enterprise Windows Endpoint Devices Are Not Yet Running Windows 11", "url": "https://www.controlup.com/press/controlup-study-reveals-over-82-of-enterprise-windows-endpoint-devices-are-not-yet-running-windows-11/", "published": "2024-08-06", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ControlUp", "title": "Half of Enterprise Windows Endpoints Have Not Yet Migrated to Windows 11, According to ControlUp Study", "url": "https://www.controlup.com/press/half-of-enterprise-windows-endpoints-have-not-yet-migrated-to-windows-11/", "published": "2025-06-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Copia Wealth Studios", "title": "Your Software Migration Plan: A No-Stress Guide for Fund Managers", "url": "https://copiawealthstudios.com/blog/your-software-migration-plan-a-no-stress-guide-for-fund-managers", "published": "2025-08-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "CRM Magazine (destinationCRM.com)", "title": "The Truth About CRM Success and Failure (Ramin Ganeshram and David Myron)", "url": "https://www.destinationcrm.com/Articles/Editorial/Magazine-Features/The-Truth-About-CRM-Success-&-Failure-45491.aspx", "published": "2002-07-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Cutter Consortium (E. M. Bennatan and Khaled El Emam)", "title": "Press Release: Software Project Success and Failure (August 24, 2005)", "url": "https://www.cutter.com/press-release-software-project-success-and-failure", "published": "2005-08-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "CXO magazine (Aradyme Q&A), scanned PDF hosted by Group 47", "title": "Data migration: when failure isn't an option (CXO, pages 93 to 95; PDF '83 Percent Of Data Migrations Fail')", "url": "http://group47.com/83_Percent_Of_Data_Migrations_Fail.pdf", "published": "2005-03-16", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Data Center Knowledge", "title": "One Year After EOL, Windows Server 2003 Still Running in 53 Percent of Companies (Data Center Knowledge, 13 July 2016)", "url": "https://www.datacenterknowledge.com/servers/one-year-after-eol-windows-server-2003-still-running-in-53-percent-of-companies", "published": "2016-07-13", "accessed": "2026-10-14", "access": "open" }, { "publisher": "Data Center Knowledge", "title": "Top Cloud Migration Challenges and How to Face Them", "url": "https://www.datacenterknowledge.com/cloud/top-cloud-migration-challenges-and-how-to-face-them", "published": "2023-12-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Data Migration Pro (citing Bloor Research)", "title": "Promising opportunities for data migration professionals (Data Migration Pro, Dylan Jones, on the Bloor Research survey of September 2007)", "url": "http://datamigrationpro.com/data-migration-bloor-survey-2007-implications/", "published": "2007-10-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Database Trends and Applications (Unisphere Research)", "title": "Hadoop Increasingly Landing in the Cloud, But the Ride Is Bumpy (Database Trends and Applications, 2 August 2021, on the 2021 Hadoop-to-Cloud Migration Benchmark Report by Unisphere Research and Radiant Advisors)", "url": "https://www.dbta.com/Editorial/Trends-and-Applications/Hadoop-Increasingly-Landing-in-the-Cloud-But-the-Ride-Is-Bumpy-148238.aspx", "published": "2021-08-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "DatacenterDynamics (Spanish edition)", "title": "Herramientas adecuadas para la migracion de los centros de datos", "url": "https://www.datacenterdynamics.com/es/opinion/herramientas-adecuadas-para-la-migraci%C3%B3n-de-los-centro-de-datos/", "published": "2023-08-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "DataFlowMapper", "title": "Data Migration Cost Calculator: Real Benchmarks", "url": "https://dataflowmapper.com/blog/data-migration-costs-quantitative-analysis", "published": "2025-04-22", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Datafold", "title": "Data migration challenges and how to overcome them", "url": "https://www.datafold.com/blog/data-migration-challenges/", "published": "2023-09-20", "accessed": "2026-10-13", "access": "open" }, { "publisher": "DataMC", "title": "Running out of Time on your data migration?", "url": "https://datamc.com/running-out-of-time/", "published": "2021-10-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "David Colella (Experian Data Quality) on LinkedIn", "title": "83% of data migrations fail or exceed their budgets and schedules", "url": "https://www.linkedin.com/pulse/83-data-migrations-fail-exceed-budgets-schedules-david-colella", "published": "2017-11-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Definian", "title": "7 Reasons Data Migrations Fail", "url": "https://www.definian.com/articles/7-reasons-data-migrations-fail", "published": "2025-11-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Dell Technologies (Focaldata survey)", "title": "Future-Proof Your Fleet: The Windows 11 & AI PC Readiness Report", "url": "https://www.delltechnologies.com/asset/en-gb/solutions/business-solutions/briefs-summaries/future-proof-your-fleet-the-windows-11-and-ai-pc-readiness-report.pdf", "published": "2025-07-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "DEV Community (user parkerava)", "title": "Unlock 10 Proven Strategies to Ensure 90% Data Migration Success", "url": "https://dev.to/parkerava/unlock-10-proven-strategies-to-ensure-90-data-migration-success-5gl4", "published": "2024-09-22", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Dotcom-Monitor", "title": "How much does downtime cost per hour in 2026? (Dotcom-Monitor blog, Matthew Schmitz, 21 April 2026, updated 29 September 2026)", "url": "https://www.dotcom-monitor.com/blog/what-is-the-cost-of-downtime/", "published": "2026-04-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Duplicator", "title": "What 8,000+ WordPress Support Tickets Reveal About Why Migrations Break (Duplicator, Joella Dunn, 20 August 2026)", "url": "https://duplicator.com/wordpress-migration-failure-report/", "published": "2026-08-20", "accessed": "2026-10-13", "access": "open" }, { "publisher": "DuploCloud", "title": "Cloud Migration Statistics (DuploCloud blog)", "url": "https://duplocloud.com/blog/cloud-migration-statistics/", "published": "2025-06-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "EnlightLab", "title": "Data Migration Challenges: Top 8 Risks And Fixing Tips", "url": "https://enlightlab.com/data-migration-challenges-and-fixing-guide/", "published": "2026-06-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Enterprise Management Associates", "title": "The modern IT outage: costs, causes, and 'cures' (EMA e-book, Valerie O'Connell, 16 November 2022; landing page)", "url": "https://www.enterprisemanagement.com/product/the-modern-it-outage-costs-causes-and-cures/", "published": "2022-11-16", "accessed": "2026-10-13", "access": "paywalled" }, { "publisher": "Enterprise Systems Journal", "title": "Data Migration Headaches Underscored by Softek Survey", "url": "https://esj.com/articles/2005/02/03/data-migration-headaches-underscored-by-softek-survey.aspx", "published": "2005-02-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Enterprise Systems Journal", "title": "Symantec Study Looks at Real-World Windows 7 Migrations", "url": "https://esj.com/blogs/enterprise-insights/2010/11/symantec-windows-7-migrations.aspx", "published": "2010-11-09", "accessed": "2026-10-13", "access": "open" }, { "publisher": "EnterpriseDB (EDB)", "title": "Break Free from Oracle (EDB webinar deck, 1 December 2021, PDF)", "url": "https://info.enterprisedb.com/rs/069-ALB-339/images/12_01_21%20Webinar%20-%20Break%20Free%20from%20Oracle%20.pdf", "published": "2021-12-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "eWeek", "title": "DBAs Want to Make Database Migrations Easier (eWeek, 24 October 2007)", "url": "https://www.eweek.com/database/dbas-want-to-make-database-migrations-easier/", "published": "2007-10-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "eWeek", "title": "Don't Let Data Quality Concerns Stop a Data Migration Project", "url": "https://www.eweek.com/database/don-t-let-data-quality-concerns-stop-a-data-migration-project/", "published": "2008-05-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian", "title": "2020 Global data management research: The data-driven organization, a transformation in progress (Experian, February 2020)", "url": "https://www.edq.com/globalassets/white-papers/2020-global-data-management-research.pdf", "published": "2020-02-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian", "title": "83% of businesses see data as an integral part of forming a business strategy, yet a complex data landscape is posing new challenges (Experian press release on the 2018 global data management report, 22 February 2018)", "url": "https://www.experianplc.com/newsroom/press-releases/2018/83-of-businesses-see-data-as-an-integral-part-of-forming-a-business-strategy-yet-a-complex-data-landscape-is-posing-new-challenges", "published": "2018-02-22", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian", "title": "Are you in control of your data? Five takeaways from our Global Data Management Research (Experian UK blog on the 2019 Global Data Management Report, 18 February 2019)", "url": "https://www.experian.co.uk/blogs/latest-thinking/data-quality/five-takeaways-from-our-global-data-management-research/", "published": "2019-02-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian", "title": "The cost of data debt rises as businesses face the challenge of low data literacy (Experian press release, 18 February 2020)", "url": "https://www.experianplc.com/newsroom/press-releases/2020/the-cost-of-data-debt-rises-as-businesses-face-the-challenge-of-low-data-literacy", "published": "2020-02-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian / Data Migration Pro", "title": "Lifting the lid on Data Migration in 2017 (Experian UK blog interview with Dylan Jones on the Experian / Data Migration Pro Data Migration Research Study 2017, 11 May 2017)", "url": "https://www.experian.co.uk/blogs/latest-thinking/data-quality/lifting-the-lid-on-data-migration-in-2017/", "published": "2017-05-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian / Data Migration Pro", "title": "Understand the drivers for a successful data migration (Experian UK blog on the Data Migration Pro Research Study, 18 December 2018)", "url": "https://www.experian.co.uk/blogs/latest-thinking/data-and-innovation/data-migration-pro-research-study/", "published": "2018-12-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian Data Quality", "title": "Data migration obstacles: A successful data migration begins and ends with data quality (whitepaper landing page)", "url": "https://www.edq.com/resources/data-management-whitepapers/data-migrations-begin-with-data-quality/", "published": "2017-12-05", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian Data Quality", "title": "Data migrations face challenges as organizations seek better data insight (Experian Data Quality press release, 28 April 2015)", "url": "https://www.experianplc.com/newsroom/press-releases/2015/edq-data-migration", "published": "2015-04-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian Data Quality", "title": "Easing the data migration burden (Experian Data Quality white paper, 2015)", "url": "https://www.edq.com/globalassets/white-papers/ease-data-migration-burden.pdf", "published": "2015-04-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian Data Quality", "title": "In data we trust? If only that were true (Experian Data Quality press release on the 2017 global data management benchmark report, 7 February 2017)", "url": "https://www.experianplc.com/newsroom/press-releases/2017/in-data-we-trust-if-only-that-were-true", "published": "2017-02-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian Data Quality", "title": "New Experian Data Quality research reaffirms data is an integral part of forming a business strategy (Experian Data Quality press release, 26 January 2016)", "url": "https://www.experianplc.com/newsroom/press-releases/2016/new-experian-data-quality-research-reaffirms-data-is-an-integral-part-of-forming-a-business-strategy", "published": "2016-01-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian Data Quality", "title": "New Experian data quality research shows inaccurate data preventing desired customer insight (Experian Data Quality press release, 28 January 2015)", "url": "https://www.experianplc.com/newsroom/press-releases/2015/new-experian-data-quality-research-shows-inaccurate-data-preventing-desired-customer-insight", "published": "2015-01-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian Data Quality", "title": "Taking the pain out of data migrations (Experian Data Quality paper landing page, 2017; Experian Australia copy 12 January 2018)", "url": "https://www.edq.com/resources/data-management-whitepapers/taking-the-pain-out-of-data-migrations/", "published": "2017-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian UK", "title": "8 hurdles of a data migration (2021 version)", "url": "https://www.experian.co.uk/blogs/latest-thinking/data-quality/8-hurdles-of-a-data-migration/", "published": "2021-11-30", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Experian UK", "title": "What is data migration? (guide; former URL '8 hurdles of a data migration')", "url": "https://www.experian.co.uk/blogs/latest-thinking/guide/what-is-data-migration/", "published": "2025-10-30", "accessed": "2026-10-13", "access": "open" }, { "publisher": "FileFeed", "title": "Data Migration Best Practices: 12 Steps, 7 Mistakes (2026)", "url": "https://www.filefeed.io/blog/data-migration-best-practices", "published": "2026-03-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Cloud cost management isn't just about cutting waste: What 5 years of Flexera's State of the Cloud data reveals (Flexera blog)", "url": "https://www.flexera.com/blog/finops/cloud-cost-management-trends/", "published": "2026-09-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2021 State of the Cloud Report (Flexera German press release)", "url": "https://www.flexera.com/de/about-us/press-center/flexera-releases-2021-state-of-the-cloud-report", "published": "2021-03-09", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2022 State of the Cloud Report", "url": "https://resources.flexera.com/web/pdf/Flexera-State-of-the-Cloud-Report-2022.pdf", "published": "2022-03-09", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2022 State of the Cloud Report (press release, German edition)", "url": "https://www.flexera.com/about-us/press-center/2022-state-of-the-cloud-report-by-flexera", "published": "2022-03-09", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2023 State of the Cloud Report", "url": "https://resources.flexera.com/web/pdf/Flexera-State-of-the-Cloud-Report-2023.pdf", "published": "2023-03-08", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2023 State of the Cloud Report (Flexera German press release)", "url": "https://www.flexera.com/de/about-us/press-center/flexera-2023-state-of-the-cloud-report", "published": "2023-03-08", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2024 State of the Cloud Report", "url": "https://resources.flexera.com/web/pdf/Flexera-State-of-the-Cloud-Report-2024.pdf", "published": "2024-03-12", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2024 State of the Cloud Report (Flexera German press release)", "url": "https://www.flexera.com/de/about-us/press-center/flexera-2024-state-of-the-cloud-managing-spending-top-challenge-de", "published": "2024-03-12", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2025 State of the Cloud Report", "url": "https://resources.flexera.com/web/pdf/Flexera-State-of-the-Cloud-Report-2025.pdf", "published": "2025-03-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera 2026 State of the Cloud Report", "url": "https://resources.flexera.com/web/pdf/Flexera-State-of-the-Cloud-Report-2026.pdf", "published": "2026-03-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera Finds Cloud Value is Rising While AI Waste Grows (2026 State of the Cloud press release)", "url": "https://www.flexera.com/about-us/press-center/flexera-finds-cloud-value-is-rising-while-ai-waste-grows", "published": "2026-03-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "Flexera Releases 2020 State of the Cloud Report (press release)", "url": "https://www.flexera.com/about-us/press-center/flexera-releases-2020-state-of-the-cloud-report", "published": "2020-04-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "New Flexera Report Finds that 84% of Organizations Struggle to Manage Cloud Spend (2025 State of the Cloud press release)", "url": "https://www.flexera.com/about-us/press-center/new-flexera-report-finds-84-percent-of-organizations-struggle-to-manage-cloud-spend", "published": "2025-03-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Flexera", "title": "RightScale 2019 State of the Cloud Report from Flexera", "url": "https://resources.flexera.com/web/pdf/RightScale-2019-State-of-the-Cloud-Report-from-Flexera.pdf", "published": "2019-02-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Fortinet (survey by IHS Markit)", "title": "The Bi-Directional Cloud Highway: Critical Insights into Today's Cloud Infrastructures (Fortinet blog on the IHS Markit survey)", "url": "https://www.fortinet.com/blog/industry-trends/ihs-markit-fortinet-cloud-report-insights", "published": "2019-08-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Fourlane", "title": "The Importance of Consulting in a Data Migration Project", "url": "https://www.fourlane.com/the-importance-of-consulting-in-a-data-migration-project-why-expert-guidance-pays-for-itself/", "published": "2026-05-12", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "6 Ways Cloud Migration Costs Go Off the Rails (Gartner, Smarter With Gartner)", "url": "https://www.gartner.com/smarterwithgartner/6-ways-cloud-migration-costs-go-off-the-rails", "published": "2021-07-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "Forecast: Public Cloud Services, Worldwide, 2023-2029, 3Q25 Update (Gartner research summary page)", "url": "https://www.gartner.com/en/documents/6996966", "published": "2025-09-26", "accessed": "2026-10-13", "access": "paywalled" }, { "publisher": "Gartner", "title": "Gartner Data and Analytics Summit 2022 Sydney, Day 1 highlights (Gartner newsroom, 7 November 2022)", "url": "https://www.gartner.com/en/newsroom/press-releases/2022-11-07-gartner-data-analytics-summit-2022-sydney-day-1-highlights", "published": "2022-11-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "Gartner Forecasts Worldwide Public Cloud End-User Spending to Total $723 Billion in 2025 (press release)", "url": "https://www.gartner.com/en/newsroom/press-releases/2024-11-19-gartner-forecasts-worldwide-public-cloud-end-user-spending-to-total-723-billion-dollars-in-2025", "published": "2024-11-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "Gartner Says a Majority of Businesses Will Underestimate Costs of CRM Projects by as Much as 40 Percent to 75 Percent Through 2006 (press release, September 11, 2001)", "url": "http://www3.gartner.com/5_about/press_releases/2001/pr20010912e.html", "published": "2001-09-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "Gartner Says More than 50 Percent of CRM Implementations Considered Failures from Customer's Point of View (press release, Orlando, September 10, 2001)", "url": "http://www.gartner.com/5_about/press_releases/2001/pr20010912b.html", "published": "2001-09-10", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "Gartner Says More Than 50 Percent of Data Warehouse Projects Will Have Limited Acceptance or Will Be Failures Through 2007", "url": "https://www.gartner.com/newsroom/id/492112", "published": "2005-02-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "How to Improve Your Data Quality (Gartner, Smarter With Gartner, 14 July 2021)", "url": "https://www.gartner.com/smarterwithgartner/how-to-improve-your-data-quality", "published": "2021-07-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "Risks and Challenges in Data Migrations and Conversions (G00165710)", "url": "https://www.gartner.com/en/documents/897512/risks-and-challenges-in-data-migrations-and-conversions", "published": "2009-02-25", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "Risks and Challenges in Data Migrations and Conversions (G00165710), as quoted by Hitachi Data Systems", "url": "https://www.hitachivantara.com/go/cost-efficiency/pdf/white-paper-reducing-costs-and-risks-for-data-migrations.pdf", "published": "2009-02-25", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Gartner", "title": "What IT Leaders Must Do to Avoid Disappointing ERP Initiatives (Gartner Research insight page, analyst Denis Torii)", "url": "https://www.gartner.com/en/information-technology/insights/what-it-leaders-must-do-to-avoid-disappointing-erp-initiatives", "published": "2024-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Glean", "title": "How to Ensure Business Continuity During Platform Migration", "url": "https://www.glean.com/perspectives/how-to-ensure-business-continuity-during-platform-migration", "published": "2025-11-25", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Globema", "title": "Data Migration: Why it Fails and How to Ensure Success", "url": "https://www.globema.com/news/data-migration-why-it-fails-and-how-to-ensure-success/", "published": "2026-04-16", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Google", "title": "Site moves with URL changes (Google Search Central documentation, last updated 20 August 2026)", "url": "https://developers.google.com/search/docs/crawling-indexing/site-move-with-url-changes", "published": "2026-08-20", "accessed": "2026-10-13", "access": "open" }, { "publisher": "GTconsult", "title": "Why 83% of Data Migrations Fail: The Critical Phase Most Teams Skip", "url": "https://www.gtconsult.com/blogs/post/why-83-of-data-migrations-fail-the-critical-phase-most-teams-skip", "published": "2025-11-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Harvard Business Review (B. Flyvbjerg and A. Budzier, University of Oxford)", "title": "Why Your IT Project May Be Riskier Than You Think (HBR, September 2011; author copy on arXiv 1304.0265)", "url": "https://arxiv.org/abs/1304.0265", "published": "2011-09-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Harvard Business Review (Thomas C. Redman, citing IBM)", "title": "Bad Data Costs the U.S. $3 Trillion Per Year (Thomas C. Redman, Harvard Business Review, 22 September 2016)", "url": "https://hbr.org/2016/09/bad-data-costs-the-u-s-3-trillion-per-year", "published": "2016-09-22", "accessed": "2026-10-13", "access": "open" }, { "publisher": "HashiCorp (survey by Forrester Consulting)", "title": "HashiCorp 2024 State of Cloud Strategy Survey (HashiCorp)", "url": "https://www.hashicorp.com/state-of-the-cloud", "published": "2024-06-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "HashiCorp (survey by Forrester Consulting)", "title": "New Survey Shows Broad Cloud Waste, HashiCorp Terraform Can Help (HashiCorp blog on the 2022 State of Cloud Strategy Survey)", "url": "https://www.hashicorp.com/blog/new-survey-shows-broad-cloud-waste-hashicorp-terraform-can-help", "published": "2022-08-17", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Hevo Data", "title": "Data Migration Checklist", "url": "https://hevodata.com/learn/data-migration-checklist/", "published": "2024-12-20", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Hitachi Vantara", "title": "Data storage migration software (campaign page)", "url": "https://www.hitachivantara.com/ppc/data-storage-migration-software.html", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "HP (via The Register)", "title": "Three in ten HP customers still clinging to Windows 10", "url": "https://www.theregister.com/personal-tech/2026/05/28/three-in-ten-hp-customers-still-clinging-to-windows-10/5247884", "published": "2026-05-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IBM", "title": "IBM Data Mobility Services featuring Softek technology (deck, Istanbul software summit, November 2009)", "url": "https://public.dhe.ibm.com/software/pdf/tr/events/yazilimzirvesi2009/Veri_Aktariminda_Sinirlari_Ortadan_Kaldiriyoruz_-_Softek.pdf", "published": "2009-11-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IBM", "title": "The Four V's of Big Data (IBM Big Data Hub infographic, captured 8 August 2013)", "url": "http://www.ibmbigdatahub.com/infographic/four-vs-big-data", "published": "2013-08-08", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IBM France", "title": "Session 40: Accelerez et securisez vos migrations (deck, 1 and 2 October 2007)", "url": "https://public.dhe.ibm.com/software/fr/tendances_logicielles/session_40_accelerez_et_securisez_vos_migrations.pdf", "published": "2007-10-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IBM Global Technology Services", "title": "The hidden costs of data migration (white paper, December 2007)", "url": "https://public.dhe.ibm.com/software/uk/itsolutions/optimiseit/storage-expo/data-mobility-services/hiddencostsdatamigration-wp-gtw01279-usen-01-121307.pdf", "published": "2007-12-12", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IDC", "title": "Cloud Repatriation on the Rise: 83% of CIOs Plan Workload Shifts in 2024 (EE Times Europe, opinion by Ignacio M. Llorente)", "url": "https://www.eetimes.eu/cloud-repatriation-on-the-rise-83-of-cios-plan-workload-shifts-in-2024/", "published": "2024-10-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IDC", "title": "Global Public Cloud Spending to Surpass $1 Trillion in 2026, Driven by PaaS and AI Platform Adoption (IDC press release)", "url": "https://www.idc.com/resource-center/press-releases/publiccloudspend2026/", "published": "2026-03-04", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IDC", "title": "Storm Clouds Ahead: Missed Expectations in Cloud Computing (IDC blog)", "url": "https://idc.com/resource-center/blog/storm-clouds-ahead-missed-expectations-in-cloud-computing", "published": "2024-10-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IDC (sponsored by Dell)", "title": "Dell PC Optimized Deployment Model (IDC White Paper #223437, Matt Healey and Randy Perry)", "url": "https://i.dell.com/sites/content/business/solutions/whitepapers/en/Documents/pc-optimized-deployment-model.pdf", "published": "2012-02-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IDC (via Data Center Dynamics)", "title": "Cloud repatriation and the death of cloud-only (Data Center Dynamics long read by Dan Swinhoe)", "url": "https://www.datacenterdynamics.com/en/analysis/cloud-repatriation-and-the-death-of-cloud-only/", "published": "2023-06-08", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IDG (survey sponsored by Supermicro), reported by Network World", "title": "IDC: Enterprises still moving workloads back from the cloud (Network World)", "url": "https://www.networkworld.com/article/971208/idc-enterprises-still-moving-workloads-back-from-the-cloud.html", "published": "2022-06-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IEEE Software (J. L. Eveleens and C. Verhoef)", "title": "The Rise and Fall of the Chaos Report Figures (IEEE Software 27(1), 2010, pp. 30-36)", "url": "https://www.cs.vu.nl/~x/chaos/chaos.pdf", "published": "2010-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Informatica", "title": "Fact sheet: Data Quality in Data Warehouse and BI (IBM-hosted copy, J50850 6702, 11/17/2006)", "url": "https://public.dhe.ibm.com/software/data/sw-library/cognos/pdfs/factsheets/fs_data_quality_in_data_warehouse_and_bi.pdf", "published": "2006-11-17", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Information Age", "title": "'Most IT projects fail' KPMG report reveals", "url": "https://www.information-age.com/?p=23602", "published": "2002-11-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Information and Software Technology (M. Jorgensen and K. Molokken-Ostvold, Simula)", "title": "How Large Are Software Cost Overruns? A Review of the 1994 CHAOS Report", "url": "https://web-backend.simula.no/sites/default/files/publications/Jorgensen.2006.4.pdf", "published": "2006-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Information Architecture Team (via KDnuggets)", "title": "Data migration projects costing businesses more than 13 times the amount budgeted (KDnuggets News, November 2002, reporting the Information Architecture Team survey)", "url": "https://www.kdnuggets.com/news/2002/n23/17i.html", "published": "2002-11-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "InformationWeek", "title": "Gartner: Poor Data Quality Dooms Many IT Projects", "url": "https://www.informationweek.com/software-services/gartner-poor-data-quality-dooms-many-it-projects", "published": "2004-05-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "InformationWeek", "title": "Research: Bad Data Thwarting Data Warehouses", "url": "https://www.informationweek.com/it-leadership/research-bad-data-thwarting-data-warehouses", "published": "2005-02-25", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Insentra", "title": "Migration Strategies Become Business Strategy (Insentra blog, UK)", "url": "https://www.insentragroup.com/gb/insights/geek-speak/migrations/migration-strategies-become-business-strategy/", "published": "2026-03-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Integrate.io", "title": "What Is Data Migration? Top Challenges of Data Migration", "url": "https://www.integrate.io/blog/what-is-data-migration/", "published": "2026-01-31", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Intel", "title": "PC Migration Work Group To Improve Upgrades From Old PCs To New PCs", "url": "https://www.intel.com/pressroom/archive/releases/2002/20020904corp.htm", "published": "2002-09-04", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Intel (Techaisle study)", "title": "Small Businesses Burdened by Aging PCs", "url": "https://www.intc.com/news-events/press-releases/detail/469/small-businesses-burdened-by-aging-pcs", "published": "2013-10-29", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Intelligent CIO", "title": "Hybrid cloud future bright as 73% of enterprises moving apps back on prem (Intelligent CIO Middle East)", "url": "https://www.intelligentcio.com/me/2019/11/14/hybrid-cloud-future-bright-as-73-of-enterprises-moving-apps-back-on-prem/", "published": "2019-11-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "interest.co.nz (David Hargreaves)", "title": "KPMG's project management survey finds the number of projects being launched by Kiwi organisations has soared, but two thirds of them fail", "url": "https://www.interest.co.nz/business/65642/kpmgs-project-management-survey-finds-number-projects-being-launched-kiwi-organisatio", "published": "2013-07-31", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IObit", "title": "New Survey Finds out 57% of XP Users Worry Data Loss While Upgrading Their Windows XP", "url": "https://www.iobit.com/nl/pressroom-new-survey-finds-out-57--of-xp-users-worry-data-loss-while-upgrading-their-windows-xp-63.php", "published": "2014-04-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Ispirer", "title": "Migration Readiness Assessment: What You Don't Know Will Cost You", "url": "https://www.ispirer.com/blog/migration-readiness-assessment", "published": "2026-04-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "IT Brief Australia (citing WANdisco)", "title": "Most organisations still use trucks for data migration, and over half fail (IT Brief Australia, 15 July 2021, on WANdisco's 2021 Hadoop-to-Cloud Migration Benchmark Report)", "url": "https://itbrief.com.au/story/most-organisations-still-use-trucks-for-data-migration-and-over-half-fail", "published": "2021-07-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "Cost of Hourly Downtime Soars: 81% of Enterprises Say it Exceeds $300K On Average (ITIC, Laura DiDio, 2 August 2016)", "url": "https://itic-corp.com/cost-of-hourly-downtime-soars-81-of-enterprises-say-it-exceeds-300k-on-average/", "published": "2016-08-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "Forty Percent of Enterprises Say Hourly Downtime Costs Top $1Million (ITIC, Laura DiDio, 19 June 2020)", "url": "https://itic-corp.com/forty-percent-of-enterprises-say-hourly-downtime-costs-top-1million/", "published": "2020-06-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "Hourly Downtime Costs Rise: 86% of Firms Say One Hour of Downtime Costs $300,000+; 34% of Companies Say One Hour of Downtime Tops $1Million (ITIC, Laura DiDio, 16 May 2019)", "url": "https://itic-corp.com/hourly-downtime-costs-rise-86-of-firms-say-one-hour-of-downtime-costs-300000-34-of-companies-say-one-hour-of-downtime-tops-1million/", "published": "2019-05-16", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "Hourly Downtime Tops $300K for 81% of Firms; 33% of Enterprises Say Downtime Costs >$1M (ITIC, Laura DiDio, 18 May 2017)", "url": "https://itic-corp.com/hourly-downtime-tops-300k-for-81-of-firms-33-of-enterprises-say-downtime-costs-1m/", "published": "2017-05-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "ITIC 2024 Hourly Cost of Downtime Part 2 (ITIC, 10 September 2024)", "url": "https://itic-corp.com/itic-2024-hourly-cost-of-downtime-part-2/", "published": "2024-09-10", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "ITIC 2024 Hourly Cost of Downtime Report Part 1 (ITIC, 3 September 2024)", "url": "https://itic-corp.com/itic-2024-hourly-cost-of-downtime-report/", "published": "2024-09-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "One Hour of Downtime Costs > $100K For 95% of Enterprises (ITIC, Laura DiDio, 24 July 2013)", "url": "https://itic-corp.com/one-hour-of-downtime-costs-100k-for-95-of-enterprises/", "published": "2013-07-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC", "title": "Security, Data Breaches Top Cause of Downtime in 2022 (ITIC, Laura DiDio, 8 April 2022)", "url": "https://itic-corp.com/security-data-breaches-top-cause-of-downtime-in-2022/", "published": "2022-04-08", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC (published on TechChannel)", "title": "The Cost of Enterprise Downtime (TechChannel, Laura DiDio, 30 September 2021; ITIC's own site links to this article for its 2021 survey)", "url": "https://techchannel.com/IT-Strategy/09/2021/cost-enterprise-downtime", "published": "2021-09-30", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITIC (report hosted by KnowBe4)", "title": "ITIC 2017 Hourly Cost of Downtime and Reliability Requirements Survey (ITIC for KnowBe4, June 2017, PDF)", "url": "https://www.knowbe4.com/hubfs/ITIC%20KnoBe4%202017%20Hourly%20Cost%20of%20Downtime%20and%20Reliability%20Requirements%20Survey%206.2017.pdf", "published": "2017-06-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITPro", "title": "Companies 'wary' of Windows 11 migration challenges as Windows 10 EOL draws closer", "url": "https://itpro.com/software/windows/companies-wary-of-windows-11-migration-challenges-as-windows-10-eol-draws-closer", "published": "2024-08-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "iTWire (carrying a BitTitan press release)", "title": "BitTitan launches first subscription-based, comprehensive migration discovery solution (iTWire, 19 October 2021, carrying BitTitan's release)", "url": "https://itwire.com/business-it-news/cloud/bittitan-launches-first-subscription-based,-comprehensive-migration-discovery-solution", "published": "2021-10-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "ITWire (Stan Beer)", "title": "IT projects on rise but fail to deliver", "url": "https://itwire.com/it-industry-news/market/it-projects-on-rise-but-fail-to-deliver", "published": "2005-09-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Ivanti (via Help Net Security)", "title": "Most IT pros still haven't migrated all their users to Windows 10", "url": "https://www.helpnetsecurity.com/2019/10/31/windows-10-migration-problems/", "published": "2019-10-31", "accessed": "2026-10-13", "access": "open" }, { "publisher": "JMR Software via ITWeb", "title": "The importance of data migration (press release issued by JMR Software, Johannesburg)", "url": "https://www.itweb.co.za/article/the-importance-of-data-migration/Wdgp45vaVLV7X9l8", "published": "2016-02-17", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Journal of Management Information Systems (B. Flyvbjerg, A. Budzier, J. S. Lee, M. Keil, D. Lunn, D. W. Bester)", "title": "The Empirical Reality of IT Project Cost Overruns: Discovering a Power-Law Distribution (JMIS 39(3), 2022; arXiv 2210.01573)", "url": "https://arxiv.org/abs/2210.01573", "published": "2022-10-04", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Kanerika", "title": "Risks in Data Migration", "url": "https://kanerika.com/blogs/risks-in-data-migration/", "published": "2026-05-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "KDnuggets", "title": "KDnuggets News 01:19 item 17: Gartner glum on CRM success rates and costs", "url": "https://www.kdnuggets.com/news/2001/n19/17i.html", "published": "2001-09-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Kovair", "title": "Why Data Migration Fails Mid-Project (And How to Prevent it Before you Write a Line of Code)", "url": "https://www.kovair.com/blogs/why-data-migration-fails-mid-project/", "published": "2026-03-12", "accessed": "2026-10-13", "access": "open" }, { "publisher": "KPMG (Hong Kong)", "title": "IT Project Advisory Services (KPMG Hong Kong brochure, April 2008)", "url": "https://assets.kpmg.com/content/dam/kpmg/pdf/2009/12/IT-Project-Advisory-Services-0804.pdf", "published": "2008-04-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "KPMG New Zealand", "title": "Driving Business Performance: Project Management Survey 2017 (KPMG New Zealand)", "url": "https://assets.kpmg.com/content/dam/kpmg/nz/pdf/01816%20PMS%20ReportCompressed.pdf", "published": "2017-04-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "KPMG New Zealand", "title": "Project Management Survey 2013 (KPMG New Zealand)", "url": "https://assets.kpmg.com/content/dam/kpmg/pdf/2013/07/KPMG-Project-Management-Survey-2013.pdf", "published": "2013-07-31", "accessed": "2026-10-13", "access": "open" }, { "publisher": "KPMG, AIPM and IPMA", "title": "The Future of Project Management: Global Outlook 2019 (Project Management Survey 2019)", "url": "https://www.ipma.world/assets/PM-Survey-FullReport-2019-FINAL.pdf", "published": "2019-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Kroll Ontrack (KLDiscovery)", "title": "Ontrack Research: One-third of companies experience data loss when moving data", "url": "https://www.ontrack.com/en-us/press/ontrack-research-one-third-of-companies-experience", "published": "2016-03-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Lansweeper", "title": "Windows 10 Holdouts Carry Three Times the Risk of Windows 11", "url": "https://www.lansweeper.com/blog/insights/windows-10-holdouts-carry-three-times-the-risk-of-windows-11/", "published": "2026-07-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Laplink (press release via HEXUS)", "title": "A New PC is a Terrible Holiday Gift without PCmover", "url": "https://hexus.net/qabaix", "published": "2011-12-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Laplink (press release via HEXUS)", "title": "Laplink Releases PCmover for Windows 8", "url": "https://hexus.net/qabomj", "published": "2012-10-31", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Laplink and Intel (solution brief)", "title": "How automated PC refresh projects save time and money for overburdened IT organizations (Intel and Laplink solution brief)", "url": "https://cdrdv2.intel.com/v1/dl/getContent/851739?fileName=Intel-Laplink-SBrief_0425_R4.pdf", "published": "2025-04-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Liquid Web", "title": "Web hosting pain points in 2025: Top trends and solutions (Liquid Web study, 30 April 2025)", "url": "https://www.liquidweb.com/white-papers/web-hosting-pain-points-study/", "published": "2025-04-30", "accessed": "2026-10-13", "access": "open" }, { "publisher": "McKinsey and Company with the University of Oxford", "title": "Delivering large-scale IT projects on time, on budget, and on value", "url": "https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/delivering-large-scale-it-projects-on-time-on-budget-and-on-value", "published": "2012-10-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft", "title": "Database Migration Service and tool updates - Ignite 2018 (Microsoft Azure blog, Sudhakar Sannakkayala, 24 September 2018)", "url": "https://azure.microsoft.com/en-us/blog/database-migration-service-and-tool-updates-ignite-2018/", "published": "2018-09-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft", "title": "Extended Security Updates for Windows Server overview (Microsoft Learn, ms.date 2025-06-05)", "url": "https://learn.microsoft.com/en-us/windows-server/get-started/extended-security-updates-overview", "published": "2025-06-05", "accessed": "2026-10-14", "access": "open" }, { "publisher": "Microsoft", "title": "Lifecycle FAQ - Extended Security Updates (Microsoft Learn, last updated 2026-08-24)", "url": "https://learn.microsoft.com/en-us/lifecycle/faq/extended-security-updates", "published": "2026-08-24", "accessed": "2026-10-14", "access": "open" }, { "publisher": "Microsoft", "title": "Microsoft extends application compatibility promise to Windows 11", "url": "https://techcommunity.microsoft.com/blog/windows-itpro-blog/microsoft-extends-application-compatibility-promise-to-windows-11/2810546", "published": "2021-10-04", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft", "title": "Plan for Windows 11", "url": "https://learn.microsoft.com/en-us/windows/whats-new/windows-11-plan", "published": "2025-03-27", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft", "title": "Plan Your Windows Server Upgrade Path (Microsoft Learn, ms.date 2026-04-14; canonical install-upgrade-migrate)", "url": "https://learn.microsoft.com/en-us/windows-server/get-started/upgrade-overview", "published": "2026-04-14", "accessed": "2026-10-14", "access": "open" }, { "publisher": "Microsoft", "title": "Unpacking Microsoft's speedy upgrade to Windows 11", "url": "https://www.microsoft.com/insidetrack/blog/unpacking-microsofts-speedy-upgrade-to-windows-11", "published": "2024-10-17", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft", "title": "Windows Server 2008 R2 - Microsoft Lifecycle (Microsoft Learn, ms.date 2022-11-01)", "url": "https://learn.microsoft.com/en-us/lifecycle/products/windows-server-2008-r2", "published": "2022-11-01", "accessed": "2026-10-14", "access": "open" }, { "publisher": "Microsoft (via Computerworld)", "title": "Microsoft reduces Windows 10 roll-back grace period", "url": "https://www.computerworld.com/article/1670053/microsoft-reduces-windows-10-roll-back-grace-period-2.html", "published": "2016-08-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft (via The Register)", "title": "Windows boss Panos Panay talks up 'new era of the PC'", "url": "https://www.theregister.com/2022/01/26/panay_windows11_update/", "published": "2022-01-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft and Intel (Techaisle study)", "title": "New research uncovers impact of owning an old PC on SMBs in Asia Pacific", "url": "https://news.microsoft.com/apac/2018/10/03/new-research-uncovers-impact-of-owning-an-old-pc-on-smbs-in-asia-pacific/", "published": "2018-10-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Microsoft Australia and Intel (Techaisle study)", "title": "New research uncovers impact of owning an old PC on SMBs in Australia", "url": "https://news.microsoft.com/en-au/2018/10/31/new-research-uncovers-impact-of-owning-an-old-pc-on-smbs-in-australia/", "published": "2018-10-31", "accessed": "2026-10-13", "access": "open" }, { "publisher": "MSH (TalentMSH)", "title": "How To Create An Enterprise Data Migration Strategy", "url": "https://www.talentmsh.com/insights/enterprise-data-migration-strategy", "published": "2025-02-28", "accessed": "2026-10-13", "access": "open" }, { "publisher": "NetApp", "title": "Migration failures are rampant: what's causing them?", "url": "https://www.netapp.com/learn/cds-blg-migration-failures-are-rampant-whats-causing-them/", "published": "2025-05-12", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Nextgov (citing Vision Solutions)", "title": "Report: Almost Half of IT Migrations Doomed to Fail (Nextgov, 10 March 2016, on Vision Solutions' 2016 State of Resilience report)", "url": "https://www.nextgov.com/cio-briefing/2016/03/report-almost-half-it-migrations-doomed-fail/126574/", "published": "2016-03-10", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Nexthink", "title": "Less than Half of Devices are Ready for Windows 11 Migration, According to New Nexthink Report", "url": "https://nexthink.com/press/less-than-half-of-devices-are-ready-for-windows-11-migration-according-to-new-nexthink-report", "published": "2022-05-17", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Nexthink", "title": "Windows 10 custom support costs estimated to be in excess of $7bn", "url": "https://nexthink.com/press/windows-10-custom-support-costs-estimated-to-be-in-excess-of-dollar7bn", "published": "2025-09-03", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Nutanix (survey by Vanson Bourne)", "title": "Hybrid Cloud Future Bright as Enterprises Moving Apps Back On-Prem (Nutanix Enterprise Cloud Index 2019 press release)", "url": "https://www.nutanix.com/press-releases/2019/hybrid-cloud-future-bright-as-enterprises-moving-apps-back-on-prem", "published": "2019-11-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Ofima", "title": "Ebook: Migracion de datos ERP", "url": "https://www.ofima.com/descargables/ebook-migracion-de-datos-erp/", "published": "2026-07-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Onix", "title": "Mitigating Cost Overruns in Cloud Migration (Onix white paper PDF)", "url": "https://www.onixnet.com/wp-content/uploads/2023/08/Mitigating-Cost-Overruns-in-Cloud-Migration.pdf", "published": "2023-08-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Opsio", "title": "Cloud Migration Statistics (Opsio blog)", "url": "https://opsiocloud.com/blogs/cloud-migration-statistics", "published": "2025-08-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Oracle", "title": "Successful Data Migration (An Oracle White Paper, October 2011)", "url": "https://www.oracle.com/technetwork/middleware/oedq/successful-data-migration-wp-1555708.pdf", "published": "2011-10-31", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Oracle / LumenData (citing 'Bloor Group')", "title": "Put Your Data First or Your Migration Will Come Last (LumenData and Oracle business brief, 2014)", "url": "https://www.oracle.com/a/ocom/docs/middleware/data-integration/data-migration-wp.pdf", "published": "2014-10-16", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Panasonic TOUGHBOOK", "title": "Countdown to Windows 11: how UK and German enterprises are tackling migration challenges", "url": "https://eu.connect.panasonic.com/gb/en/blog/countdown-windows-11-how-uk-and-german-enterprises-are-tackling-migration-challenges", "published": "2025-10-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Panasonic TOUGHBOOK (via Enterprise Times)", "title": "The pros and cons of Windows 11 upgrade options", "url": "https://www.enterprisetimes.co.uk/2025/07/23/the-pros-and-cons-of-windows-11-upgrade-options/", "published": "2025-07-23", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Panorama Consulting Solutions", "title": "2014 ERP Report (summary PDF; original at Panorama-Consulting.com/resource-center/2014-erp-report/)", "url": "https://www.rklesolutions.com/hubfs/Arxistechnology/Pdf/2014-ERP-Report.pdf", "published": "2014-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Peliqan", "title": "Data Migration Guide", "url": "https://peliqan.io/blog/data-migration-guide/", "published": "2026-03-23", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Pimcore", "title": "Data Migration Best Practices", "url": "https://pimcore.com/en/resources/insights/data-migration-best-practices", "published": "2024-03-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Ponemon Institute for Emerson Network Power (Vertiv)", "title": "Emerson Network Power Study Says Unplanned Data Center Outages Cost Companies Nearly $9,000 Per Minute (press release, 19 January 2016; Vertiv newsroom)", "url": "https://www.vertiv.com/en-us/about/newsroom/corporate-news/emerson-network-power-study-says-unplanned-data-center-outages-cost-companies-nearly-$9000-per-minute", "published": "2016-01-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Precisely / Drexel LeBow", "title": "2025 Planning Insights: Data Quality Remains the Top Data Integrity Challenge (Precisely blog on the 2025 Outlook: Data Integrity Trends and Insights report with Drexel LeBow, 5 November 2024)", "url": "https://www.precisely.com/blog/data-integrity/2025-planning-insights-data-quality-remains-the-top-data-integrity-challenges", "published": "2024-11-05", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Principled Technologies (commissioned by Dell)", "title": "Spend less time on Windows PC migrations with Dell Migrate", "url": "https://aws.principledtechnologies.com/Dell/Migrate-Windows-PC-migration-comparison-0920.pdf", "published": "2020-09-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Principled Technologies (commissioned by Dell)", "title": "Spend less time on Windows PC migrations with Dell Migrate", "url": "https://payments.principledtechnologies.com/Dell/Migrate-Windows-PC-migration-comparison-science-0920.pdf", "published": "2020-09-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Prioxis", "title": "Cloud Computing Statistics 2026 (Prioxis blog)", "url": "https://www.prioxis.com/blog/cloud-computing-statistics-2026", "published": "2026-03-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2013: The High Cost of Low Performance", "url": "https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/pulse-of-the-profession-2013.pdf", "published": "2013-03-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2014: The High Cost of Low Performance", "url": "https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/pulse-of-the-profession-2014.pdf", "published": "2014-02-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2015: Capturing the Value of Project Management", "url": "https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/pulse-of-the-profession-2015.pdf", "published": "2015-02-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2016: The High Cost of Low Performance", "url": "https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/pulse-of-the-profession-2016.pdf", "published": "2016-02-04", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2017: Success Rates Rise", "url": "https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/pulse-of-the-profession-2017.pdf", "published": "2017-02-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2018: Success in Disruptive Times", "url": "https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/pulse-of-the-profession-2018.pdf", "published": "2018-02-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2019: The Future of Work, Leading the Way With PMTQ", "url": "https://www.pmi.org/-/media/pmi/documents/public/pdf/learning/thought-leadership/pulse/pulse-of-the-profession-2019.pdf", "published": "2019-02-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute", "title": "Pulse of the Profession 2020: Ahead of the Curve, Forging a Future-Focused Culture (PMI landing page)", "url": "https://www.pmi.org/learning/thought-leadership/pulse/pulse-of-the-profession-2020", "published": "2020-02-11", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Project Management Institute (press release via Business Wire)", "title": "PMI Pulse of the Profession 2021 Report Uncovers Benefits of Organizational Agility During Times of Great Change", "url": "https://www.businesswire.com/news/home/20210324005712/en/PMI-Pulse-of-the-Profession-2021-Report-Uncovers-Benefits-of-Organizational-Agility-During-Times-of-Great-Change", "published": "2021-03-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "QuerySurge", "title": "Strategic Optimization of Enterprise Data Migration Testing (white paper)", "url": "https://www.querysurge.com/resource-center/white-papers/strategic-optimization-of-enterprise-data-migration-testing", "published": "2026-02-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Quinnox", "title": "Data Migration Checklist for IT Leaders", "url": "https://www.quinnox.com/data-migration-checklist-for-it-leaders/", "published": "2025-10-20", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Quinnox", "title": "Data Migration: Types, Strategies and Best Practices", "url": "https://www.quinnox.com/blogs/data-migration/", "published": "2025-07-02", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Quinnox", "title": "Top Data Migration Challenges", "url": "https://www.quinnox.com/blogs/top-data-migration-challenges/", "published": "2025-11-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Rand Group", "title": "What percentage of ERP implementations fail? (vendor blog)", "url": "https://www.randgroup.com/insights/services/solution-implementation/what-percentage-of-erp-implementations-fail/", "published": "2024-08-14", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Rapid7", "title": "Are You Still Running End-of-Life Windows Servers? (Rapid7 blog, Kwan Lin, 19 October 2020)", "url": "https://www.rapid7.com/blog/post/2020/10/19/are-you-still-running-end-of-life-windows-servers/", "published": "2020-10-19", "accessed": "2026-10-14", "access": "open" }, { "publisher": "RightScale", "title": "Cloud adoption is up but 35 percent of spend is wasted (BetaNews coverage of the RightScale 2018 report)", "url": "https://betanews.com/2018/02/13/cloud-adoption-wasted-spend/", "published": "2018-02-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "RightScale", "title": "RightScale 2017 State of the Cloud Report Uncovers Cloud Adoption Trends (press release, VMblog copy)", "url": "https://vmblog.com/bylines/rightscale-2017-state-of-the-cloud-report-uncovers-cloud-adoption-trends-optimizing-cloud-costs-is-now-the-top-initiative-across-all-cloud-users/", "published": "2017-02-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "RightScale", "title": "RightScale 2018 State of the Cloud Report Uncovers Cloud Adoption Trends (press release, VMblog copy)", "url": "https://vmblog.com/bylines/rightscale-2018-state-of-the-cloud-report-uncovers-cloud-adoption-trends/", "published": "2018-02-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "RightScale", "title": "RightScale Survey Highlights Cloud Trends: Multi-Cloud, Consolidated Governance, Skills Gap (InfoQ)", "url": "https://www.infoq.com/news/2016/02/rightscale-cloud-survey/", "published": "2016-02-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "RudderStack", "title": "Data migration challenges: Common issues and fixes", "url": "https://www.rudderstack.com/blog/data-migration-challenges/", "published": "2025-11-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "SAPinsider (citing Xmateria)", "title": "Procrastination, Quantified: Xmateria Puts a Number on SAP's Favorite Bad Habit (SAPinsider, 21 July 2026, on Xmateria's report 'The True Cost of Data Procrastination')", "url": "https://sapinsider.org/blogs/sap-data-migration-delays-xmateria-research/", "published": "2026-07-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Simplify Consulting", "title": "Data Migration Failures", "url": "https://www.simplifyconsulting.co.uk/data-migration-failures/", "published": "2019-01-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Softek Storage Solutions", "title": "Data Migration Study (survey landing page, softek.com/dasurvey)", "url": "http://www.softek.com/dasurvey/", "published": "2005-01-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Spiceworks", "title": "Server Virtualization and OS Trends: 2016 Operating Systems and Hypervisor Market Share (Peter Tsai, Spiceworks Community)", "url": "https://community.spiceworks.com/networking/articles/2462-server-virtualization-and-os-trends", "published": "2016-08-30", "accessed": "2026-10-14", "access": "open" }, { "publisher": "Spiceworks", "title": "Survey: Windows Server 2003 End of Life Represents a $100 Billion Opportunity for the Technology Industry (Spiceworks press release on 'The Great IT Upgrade', 18 March 2015)", "url": "http://www.spiceworks.com/press/releases/2015-03-18/2", "published": "2015-03-18", "accessed": "2026-10-14", "access": "open" }, { "publisher": "Spiceworks", "title": "The Future of Network and Endpoint Security (Spiceworks report)", "url": "https://www.spiceworks.com/marketing/network-security/pdf-report/", "published": "2019-07-23", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Spiceworks (via TechRadar)", "title": "Most businesses plan to upgrade to Windows 10, but not for the touch features", "url": "https://www.techradar.com/news/software/operating-systems/most-businesses-plan-to-upgrade-to-windows-10-but-not-for-the-touch-features-1297558", "published": "2015-06-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "StorageReview", "title": "Achieving Fast, Accurate NAS Migrations in 5 Key Steps", "url": "https://www.storagereview.com/news/achieving-fast-accurate-nas-migrations-in-5-key-steps", "published": "2020-03-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Symantec", "title": "The Results Are In: Windows 7 Migration Survey Finds that Planning Plays a Key Role in Successful Upgrades", "url": "https://www.symantec.com/connect/blogs/results-are-windows-7-migration-survey-finds-planning-plays-key-role-successful-upgrades", "published": "2010-10-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Symantec (via Datamation)", "title": "Windows 7 Sells 240 Million Licenses in a Year", "url": "https://www.datamation.com/applications/windows-7-sells-240-million-licenses-in-a-year/", "published": "2010-10-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Symantec (via Redmond Magazine)", "title": "Study: Windows 7 Migrations Mostly 'Smooth' for Businesses", "url": "https://redmondmag.com/articles/2010/10/21/windows-7-migrations-mostly-smooth-for-businesses.aspx", "published": "2010-10-21", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Symmetric Health Solutions", "title": "Why hospital cloud ERP migrations stall (and how to fix the item master)", "url": "https://agents.symmetrichealthsolutions.com/author/symmetric-health-solutions-llc", "published": "2026-05-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "SyncMatters", "title": "4 Types of Data Migration, Risks and Process", "url": "https://syncmatters.com/blog/4-types-of-data-migration", "published": "2022-02-18", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Syren Cloud", "title": "Understanding the 7 Types of Data Migrations for Modern Enterprises", "url": "https://syrencloud.com/blogs/types-of-data-migration/", "published": "2025-06-19", "accessed": "2026-10-13", "access": "open" }, { "publisher": "TDWI (Gensquared sponsored white paper)", "title": "Data Platform Migration: Your Guide to Successful Legacy Data Platform Migrations", "url": "https://tdwi.org/whitepapers/2021/07/dwt-all-gensquared-data-platform-migration.aspx", "published": "2021-07-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Techaisle (study for Intel)", "title": "Small Businesses: Newer PCs Positively Impact Productivity and Reduce Operating Cost", "url": "https://techaisle.com/blog/159-small-businesses-pc-cost-study", "published": "2014-04-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Techaisle (study for Microsoft and Intel)", "title": "Older vs Newer PCs: Cost and Productivity Impact for SMBs in Asia-Pacific", "url": "https://techaisle.com/blog/347-older-vs-newer-pcs-cost-and-productivity-impact-for-smbs-in-asia-pacific", "published": "2018-11-24", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Techaisle (study for Microsoft)", "title": "New Windows 10 PCs are a strategic investment for SMBs in the modern world of work", "url": "https://techaisle.com/blog/428-new-windows-10-pcs-are-a-strategic-investment-for-smbs-in-the-modern-world-of-work", "published": "2020-10-07", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Techaisle and Microsoft (via eCommerceNews NZ)", "title": "SMBs delaying PC refreshes at great cost", "url": "https://ecommercenews.co.nz/story/smbs-delaying-pc-refreshes-at-great-cost", "published": "2019-12-17", "accessed": "2026-10-13", "access": "open" }, { "publisher": "TechCentral.ie", "title": "Windows 7 migration 'sapping resources'", "url": "https://www.techcentral.ie/?p=100869", "published": "2010-10-27", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Technische Universitaet Muenchen (sebis chair), Andreas Freitag", "title": "Datenmigrationsprojekte in der IT (lecture slides, 30 January 2012)", "url": "https://www.cs.cit.tum.de/fileadmin/w00cfj/sebis/_my_direct_uploads/120130_CS_TU_Muenchen_-_Datenmigrationsprojekte.pdf", "published": "2012-01-30", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Technologent", "title": "Data Migration: Underestimate the Complexity at Your Own Risk", "url": "https://blog.technologent.com/data-migration-underestimate-the-complexity-at-your-own-risk", "published": "2017-05-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Techzine (reporting Lansweeper data)", "title": "Old Windows Servers open door for intruders, quarter of organizations must upgrade soon", "url": "https://www.techzine.eu/news/security/110828/old-windows-servers-open-door-for-intruders-quarter-of-organizations-must-upgrade-soon/", "published": "2023-09-01", "accessed": "2026-10-14", "access": "open" }, { "publisher": "The Register (citing ISG)", "title": "Most SAP migrations bust budgets and project timelines, research finds (The Register, 5 February 2026, on ISG's 2026 State of SAP Migrations report)", "url": "https://www.theregister.com/2026/02/05/sap_migrations_research/", "published": "2026-02-05", "accessed": "2026-10-13", "access": "open" }, { "publisher": "The Register (reporting Lansweeper data)", "title": "Nearly 20% of running Microsoft SQL Servers have passed end of support (The Register, Richard Speed, 17 June 2024)", "url": "https://www.theregister.com/2024/06/17/outdated_sql_server/", "published": "2024-06-17", "accessed": "2026-10-14", "access": "open" }, { "publisher": "The Register (reporting Uptime Institute)", "title": "Uptime Institute finds outages less common but more costly (The Register, 27 March 2023)", "url": "https://www.theregister.com/2023/03/27/report_outage_rates/", "published": "2023-03-27", "accessed": "2026-10-13", "access": "open" }, { "publisher": "The Standish Group", "title": "CHAOS Manifesto 2013: Think Big, Act Small", "url": "https://people.eecs.ku.edu/~saiedian/Teaching/811/Papers/Proj-Success-Failure/standish-2013-report.pdf", "published": "2013-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "The Standish Group", "title": "CHAOS Report 2015", "url": "https://www.standishgroup.com/sample_research_files/CHAOSReport2015-Final.pdf", "published": "2015-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "The Standish Group", "title": "CHAOS Summary 2009", "url": "https://www.classes.cs.uchicago.edu/archive/2014/fall/51210-1/required.reading/Standish.Group.Chaos.2009.pdf", "published": "2009-04-23", "accessed": "2026-10-13", "access": "open" }, { "publisher": "The Standish Group", "title": "CHAOS: A Recipe for Success (1999)", "url": "https://wwwbroy.in.tum.de/lehre/vorlesungen/vse/WS2004/1999_Standish_Chaos.pdf", "published": "1999-01-01", "accessed": "2026-10-13", "access": "open" }, { "publisher": "The Standish Group", "title": "Standish Newsroom - CHAOS 2009 (press release, April 23, 2009)", "url": "http://www.standishgroup.com/newsroom/chaos_2009.php", "published": "2009-04-23", 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{ "publisher": "Virtana (survey by Arlington Research)", "title": "Virtana Survey: 85% Of Organizations Feel Confident Managing Cloud Bills Yet 82% Have Incurred 'Unnecessary' Cloud Costs (press release)", "url": "https://www.virtana.com/press-release/virtana-survey-85-of-organizations-feel-confident-managing-cloud-bills-yet-82-have-incurred-unnecessary-cloud-costs/", "published": "2021-09-15", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Vision Solutions (press release via MC Press Online)", "title": "Vision Solutions' 10th Annual State of Resilience Report Details Challenges and Opportunities of IT Professionals (press release reprinted by MC Press Online, January 2017)", "url": "https://www.mcpressonline.com/industry-news/survey-results/vision-solutions-10th-annual-state-of-resilience-report-details-challenges-and-opportunities-of-it-professionals", "published": "2017-01-26", "accessed": "2026-10-13", "access": "open" }, { "publisher": "W3Techs (Q-Success)", 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"accessed": "2026-10-13", "access": "open" }, { "publisher": "W3Techs (Q-Success)", "title": "Changes in the usage of Wix (W3Techs technology changes report, 13 October 2026)", "url": "https://w3techs.com/technologies/changes/cm-wix", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "W3Techs (Q-Success)", "title": "Changes in the usage of WordPress (W3Techs technology changes report, 13 October 2026)", "url": "https://w3techs.com/technologies/changes/cm-wordpress", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "W3Techs (Q-Success)", "title": "Historical trends in the usage statistics of content management systems, monthly (W3Techs, 13 October 2026)", "url": "https://w3techs.com/technologies/history_overview/content_management/all", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "W3Techs (Q-Success)", "title": "Usage statistics and market shares of content management systems (W3Techs, 13 October 2026)", "url": "https://w3techs.com/technologies/overview/content_management", "published": "2026-10-13", "accessed": "2026-10-13", "access": "open" }, { "publisher": "Which? (via Silicon UK)", "title": "Windows 10 Upgrade Tactics Slammed By Consumer Watchdog", "url": "https://www.silicon.co.uk/workspace/pc/windows-10-upgrade-slated-198030", "published": "2016-09-22", "accessed": "2026-10-13", "access": "open" } ] }