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

By MarketScale Newsroom · Published 2026-07-28 · Updated 2026-09-01 · Business Services on MarketScale
Canonical: https://www.marketscale.com/industries/business-services/the-early-scale-2026-07-28
Creator hub: The Early Scale

> 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.

## Key points

- 57% of companies have deployed enterprise AI, but only 11% are achieving their goals.
- A $1.5 billion joint venture is focusing on AI implementation as the key to success.
- 90% of CMOs agree that AI has changed how buyers find brands.

## The lead

Enterprise AI is officially past the "we're exploring it" phase and into the "why isn't it saving us money yet" phase. From the C-suite down, the question has flipped from adoption to accountability. That shift is creating real pressure for operators and marketers alike, and the numbers in this edition make it hard to look away. Let's get into it.

Tags: The Early Scale, B2B News, Morning Brief, MarketScale, enterprise AI, AI governance, B2B marketing, CMO, M&A, automation, cobots, supply chain, Anthropic, Blackstone, Databricks, Wipro, FedEx, AI ROI

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