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- BCG AI Radar 2026
- Deloitte State of AI 2026
- Bain & Company · Pathfinder Survey
- Bain & Company · CEO Survey 2026
- KPMG Global Tech Report 2026
- KPMG Global AI Pulse Q2 2026
- Stanford Digital Economy Lab
- AWS · IDC InfoBrief
- PwC AI Jobs Barometer 2026
- Anthropic Economic Index
- a16z CIO Survey
- IBM IBV CEO Study 2026
- Battery Ventures CFO study
- Forrester State of Agentic AI
- Microsoft Work Trend Index 2026
- McKinsey State of AI
- Stanford HAI AI Index 2026
- Accenture Pulse of Change
- HFS · Altimetrik
- Capgemini Research Institute
- Gartner (autonomous business)
- OpenAI · State of Enterprise AI
- Stanford “Canaries in the Coal Mine”
- BCG AI Radar 2026
- Deloitte State of AI 2026
- Bain & Company · Pathfinder Survey
- Bain & Company · CEO Survey 2026
- KPMG Global Tech Report 2026
- KPMG Global AI Pulse Q2 2026
- Stanford Digital Economy Lab
- AWS · IDC InfoBrief
- PwC AI Jobs Barometer 2026
- Anthropic Economic Index
- a16z CIO Survey
- IBM IBV CEO Study 2026
- Battery Ventures CFO study
- Forrester State of Agentic AI
- Microsoft Work Trend Index 2026
- McKinsey State of AI
- Stanford HAI AI Index 2026
- Accenture Pulse of Change
- HFS · Altimetrik
- Capgemini Research Institute
- Gartner (autonomous business)
- OpenAI · State of Enterprise AI
- Stanford “Canaries in the Coal Mine”
0.8→1.7%of revenue now flows to AI — roughly doubling year over year, even as returns lag.
3%of organizations are scaling agentic AI across departments (900+ orgs, 15 industries, 10 countries).
88%organizational AI adoption — with agent deployment still in the single digits.
~6%are AI high performers — the slice attributing >5% of EBIT to AI.
67/32Organizational factors drive ~2× the AI impact of individual skill (67% vs 32%).
14%of enterprises have a documented AI strategy with clear goals. The rest default to cost-cutting.
77%of the hardest deployment challenges were invisible costs — change management, data quality, process redesign. Model choice was fully interchangeable for 42% of implementations, and a critical differentiator for only 19%.
7%run fully autonomous agents in production today (n=951).
80%+of CEOs are dissatisfied with progress on their AI transformation — from Bain's CEO survey, n=100, a much smaller base than the figures above.
15×year-over-year growth in active AI agents across Microsoft 365 — 18× at large enterprises (M365 telemetry, not survey).
74%of leaders expect to be using AI agents at least moderately by 2027 — few have scaled them yet.
58%of AI users are producing work they couldn't a year ago — 80% among Frontier Professionals.
40%of enterprise apps will embed task-specific AI agents by end of 2026 — up from under 5% in 2025.
49%of Microsoft 365 Copilot conversations now support cognitive work — analysis, problem-solving, creative thinking (M365 telemetry, not survey).
21%of organizations have a mature governance model for agentic AI — agents are scaling faster than their guardrails.
19%of AI users work in the Frontier Zone, where individual skill and organizational readiness reinforce each other.
0.8→1.7%of revenue now flows to AI — roughly doubling year over year, even as returns lag.
3%of organizations are scaling agentic AI across departments (900+ orgs, 15 industries, 10 countries).
88%organizational AI adoption — with agent deployment still in the single digits.
~6%are AI high performers — the slice attributing >5% of EBIT to AI.
67/32Organizational factors drive ~2× the AI impact of individual skill (67% vs 32%).
14%of enterprises have a documented AI strategy with clear goals. The rest default to cost-cutting.
77%of the hardest deployment challenges were invisible costs — change management, data quality, process redesign. Model choice was fully interchangeable for 42% of implementations, and a critical differentiator for only 19%.
7%run fully autonomous agents in production today (n=951).
80%+of CEOs are dissatisfied with progress on their AI transformation — from Bain's CEO survey, n=100, a much smaller base than the figures above.
15×year-over-year growth in active AI agents across Microsoft 365 — 18× at large enterprises (M365 telemetry, not survey).
74%of leaders expect to be using AI agents at least moderately by 2027 — few have scaled them yet.
58%of AI users are producing work they couldn't a year ago — 80% among Frontier Professionals.
40%of enterprise apps will embed task-specific AI agents by end of 2026 — up from under 5% in 2025.
49%of Microsoft 365 Copilot conversations now support cognitive work — analysis, problem-solving, creative thinking (M365 telemetry, not survey).
21%of organizations have a mature governance model for agentic AI — agents are scaling faster than their guardrails.
19%of AI users work in the Frontier Zone, where individual skill and organizational readiness reinforce each other.
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