Technology Implementation

95% of enterprise AI pilots deliver no measurable ROI, and the fix isn't more tools

MIT research finds 95% of generative AI pilots fail to move the bottom line. Here's the structural reason why, and what operators must build instead.

The Early Scale: AI Is Deployed Everywhere. It's Working Nowhere Near Expectations.

Enterprise AI is deployed in 57% of companies but only 11% are hitting their goals. A $1.5B joint venture just launched on the thesis that implementation, not model quality, is the real battleground. And 90% of CMOs say AI has already changed how buyers find brands.

The Early Scale: Utilities will spend $1.1 trillion on the grid over five years. That is not a typo.

Utilities are committing $1.1 trillion to grid infrastructure. Anthropic and Blackstone just bet $1.5 billion that AI implementation beats model-building. And the federal government declared universal EHR adoption. The era of planning to modernize is over.

The Early Scale: 72% of B2B Buyers Now Vet Vendors on ChatGPT as Anthropic Backs a $1.5B Bet on AI Implementation

72% of B2B buyers now vet vendors on ChatGPT. Token costs are blocking enterprise AI at production scale. And Anthropic just backed a $1.5B bet that the real problem is implementation, not the technology itself.

The Early Scale: AI Adoption Hits 57% of Enterprises as Workforce Confidence Falls

AI is in 57% of enterprises. Workforce confidence is falling. 80% of U.S. factories have zero automation. And 32% of your LinkedIn budget may be going to people who can't buy. Here's what operators and marketers need to do about all of it.