{"type":"post","id":"there-is-no-single-ai-adoption-rate-4-c9a2aa","slug":"there-is-no-single-ai-adoption-rate-4-c9a2aa","title":"There is no single AI adoption rate","description":"State of AI Report compares three widely cited 2026 measures of business AI adoption and shows why they do not describe a single rate.","retrieval_nugget":"State of AI Report compares three widely cited 2026 measures of business AI adoption and shows why they do not describe a single rate. For builders and decision-makers, the practical lesson is to name the population, period, and behavior behind every metric—and to measure workflow outcomes separately from usage or spending.","published_at":"2026-11-02","updated_at":"2026-11-06","record_date":"2026-11-02","date_kind":"published_at","topics":["ai-adoption"],"entities":["State of AI Report","Air Street Capital","Nathan Benaich","McKinsey","Ramp","US Census Bureau"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"Adds three dated, differently defined 2026 AI-adoption estimates from McKinsey, Ramp, and the US Census, explaining why their rates are not directly comparable.","prior_refs":[],"source_url":"https://www.stateof.ai/ai-adoption","source_urls":["https://www.stateof.ai/ai-adoption"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:there-is-no-single-ai-adoption-rate-4-c9a2aa","status":"published","visuals":[],"editor":{"role":"editor","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"]},"routes":{"html":"https://newruntime.com/posts/there-is-no-single-ai-adoption-rate-4-c9a2aa/","markdown":"https://newruntime.com/posts/there-is-no-single-ai-adoption-rate-4-c9a2aa.md","json":"https://newruntime.com/posts/there-is-no-single-ai-adoption-rate-4-c9a2aa.json"},"markdown_url":"https://newruntime.com/posts/there-is-no-single-ai-adoption-rate-4-c9a2aa.md","next_reads":[{"type":"topic","path":"/topics/ai-adoption/","url":"https://newruntime.com/topics/ai-adoption/","title":"Ai Adoption","reason":"Explore the ai-adoption topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/ai-adoption.md","json_url":"https://newruntime.com/topics/ai-adoption.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}