Data Sources & Citations
Every statistic on AI for Orgs is sourced from primary research. This page lists all citations, reports, and organizations we draw from.
20 citations · 7 categories
Updated via weekly automated check
Adoption
The State of AI — McKinsey Global Survey 2026
72% of enterprises have deployed AI in at least one business function, up from 61% in 2025
Annual McKinsey global AI survey. Primary stat on enterprise AI adoption rate.
The State of AI — McKinsey Global Survey 2026
65% of enterprises use GenAI regularly (weekly or daily)
Sub-stat from same McKinsey 2026 survey.
The State of AI — McKinsey Global Survey 2026
28% of enterprises have scaled AI across multiple functions
Sub-stat from same McKinsey 2026 survey.
Digital Applied Enterprise AI Agent Survey 2026
Only 14% of enterprises with AI agent pilots have reached production scale, despite 78% running active pilots
n=650 enterprises. Direct report URL not yet available — site URL used as placeholder. Needs deep link when published.
Digital Applied Enterprise AI Agent Survey 2026
Average stall time between pilot and production is 4.7 months
Sub-stat from same Digital Applied survey.
Gartner Enterprise AI Report 2025
30% of GenAI projects are abandoned after proof of concept
Widely cited Gartner stat on AI project abandonment. Needs direct report URL.
Governance
Enterprise AI Governance Maturity Report 2026
Only 36% of enterprises have a formal AI governance framework, despite 75% having basic usage policies
Knostic/Pacific AI joint report. Needs direct report URL when available.
Deloitte State of Generative AI in the Enterprise Q1 2026
55% of enterprises have an AI oversight board
n=3,235 respondents. Sub-stat from governance dimension.
Workforce
AI Skills & ROI Report 2026
Organizations with effective AI training programs are 2x more likely to achieve significant AI ROI
DataCamp/CFO Dive joint research. 42% ROI with training vs 21% without.
Gallup Workforce AI Readiness Report Q3 2025
Only 9% of US employees feel 'very comfortable' using AI at work
Gallup Q3 2025 workplace survey. Needs direct report URL.
WEF Future of Jobs Report 2025
80% of the workforce will need AI reskilling by 2027
WEF Future of Jobs 2025 + PwC corroboration.
Workera AI Skills Report 2026
76% of US workers plan to learn new AI skills in 2026
Needs direct report URL when available.
ROI
BCG AI Radar 2025
63% of enterprises report positive ROI from AI, but only 5% achieve substantial ROI at scale
n=1,250 enterprises. Median time to ROI: 14 months.
BCG AI Radar 2025
Median time to AI ROI is 14 months
Sub-stat from BCG AI Radar 2025. Also cited by Gartner.
Investment
The State of AI — McKinsey Global Survey 2026
92% of companies plan to increase GenAI investment over the next three years
Spending intent sub-stat.
IDC Global AI Spending Guide 2026
Global enterprise AI spending projected at $407B for 2026, up from $302B in 2025 (+34.8% YoY)
Projection figure. Average budget $3.7M per enterprise (1,000+ employees).
Security
IBM Cost of a Data Breach Report 2025
Average cost of an AI-related security breach: $5.72M, up 13% year-over-year
Annual IBM breach cost report. 2025 edition.
Teleport State of Infrastructure Access 2026
77% of enterprises reported an AI-related security incident in 2025
Teleport 2026 enterprise AI security survey. Needs direct report URL.
Teleport State of Infrastructure Access 2026
Only 11% of enterprises have security tools specifically designed to protect AI systems
Sub-stat from Teleport 2026 report.
Regulation
EU Artificial Intelligence Act (Regulation 2024/1689)
EU AI Act non-compliance penalties: up to 15M euros or 3% of global annual revenue
Official EU AI Act text. High-risk enforcement begins August 2, 2026.