Research, analysis, and insights on enterprise AI adoption
Evidence-led perspectives on adoption, cost, and where AI delivers outcomes.
Gallup + ActivTrak + McKinsey, 2025 to 2026
80% of employees now have access to AI tools, but only 26% use them more than once a week. 49% have never used AI at all. The problem is not access. It is enablement.
Read more →PwC CEO Survey + Deloitte State of AI, 2026
Global enterprise AI spending hit $302 billion in 2025 and is projected to reach $407 billion in 2026. Yet only 12% of CEOs report actual cost and revenue benefits.
Read more →Pertama Partners + BCG, 2025 to 2026
Enterprise AI training costs $800 to $3,500 per employee. The hidden costs of change management, productivity loss, and integration overhead add 15 to 25% on top.
Read more →Industry Deep Dive
RAG connects AI models to your company's own data so it answers questions from your knowledge, not the internet's. Generic AI hallucinates. RAG powered AI cites sources.
Read more →McKinsey + Deloitte, 2025 to 2026
The most transformative AI deployments are not customer facing chatbots. They are operational. The companies winning with AI are automating what is expensive.
Read more →BCG + Vellum AI Transformation Research, 2026
95% of enterprise AI pilots fail. Not because the technology does not work, but because the implementation model is broken.
Read more →