{"type":"analysis","id":"analysis:research-microsoft-funded-idc-survey-links-ai-governance-to-higher-reported-returns-but","slug":"research-microsoft-funded-idc-survey-links-ai-governance-to-higher-reported-returns-but","title":"Microsoft-funded IDC survey links AI governance to higher reported returns, but doesn't show it causes them","description":"Frontier Firms say they get a 4x return on AI versus 2.7x for slow adopters, and they govern agents and train staff far more often. The figures are leaders' own estimates. Microsoft says the link is association, not cause, and the full methodology hasn't been published.","published_at":"2026-11-14T22:00:00.000Z","updated_at":"2026-11-14T22:00:00.000Z","record_date":"2026-11-14","topics":["agents","governance","research"],"source_urls":["https://blogs.microsoft.com/blog/2026/11/12/scaling-ai-value-without-losing-control-lessons-from-frontier-firms/","https://marketingassets.microsoft.com/adobe/assets/urn:aaid:aem:97a4ed1e-ca4c-4b1a-93c4-9ca54e5cb426/original/as/Infographic-The-Real-Business-Value-of-AI.pdf","https://blogs.microsoft.com/blog/2025/11/11/bridging-the-ai-divide-how-frontier-firms-are-transforming-business/"],"language":"en","routes":{"html":"https://newruntime.com/analysis/research-microsoft-funded-idc-survey-links-ai-governance-to-higher-reported-returns-but/","markdown":"https://newruntime.com/analysis/research-microsoft-funded-idc-survey-links-ai-governance-to-higher-reported-returns-but.md","json":"https://newruntime.com/analysis/research-microsoft-funded-idc-survey-links-ai-governance-to-higher-reported-returns-but.json"},"author":{"role":"author","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"editorial_provenance":{"desk":"authorial","target_ref":"deep_research:45fbe121-17c1-4b72-8ad6-8f0f38431dd9","authorial_article_id":"45fbe121-17c1-4b72-8ad6-8f0f38431dd9"},"markdown_url":"https://newruntime.com/analysis/research-microsoft-funded-idc-survey-links-ai-governance-to-higher-reported-returns-but.md","retrieval_nugget":"Frontier Firms say they get a 4x return on AI versus 2.7x for slow adopters, and they govern agents and train staff far more often.","next_reads":[{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"topic","path":"/topics/governance/","url":"https://newruntime.com/topics/governance/","title":"Governance","reason":"Explore the governance topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/governance.md","json_url":"https://newruntime.com/topics/governance.json"},{"type":"collection","path":"/analysis/","url":"https://newruntime.com/analysis/","title":"Analysis","reason":"Open the latest authorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/analysis.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}