Only 6% of enterprises have made AI work across the business

Here's what they have in common

Introducing the Six Percent Report

For everyday people, the benefits of AI are tangible and growing. For the large organizations that are the backbone of our society — hospitals, financial institutions, and telecommunications companies — turning that potential into real results has been much harder. Companies across nearly every industry have poured massive resources into AI, but most are still struggling to see meaningful returns, and the cost of getting it wrong is measured not just in wasted budgets, but in outcomes that affect the people and communities these organizations serve.

That’s why, in partnership with Reuters Insights, we’re releasing The Six Percent Report, a study of nearly 500 senior AI decision-makers from around the world. The study profiles the companies that have figured out how to make AI genuinely work, and offers a practical roadmap for everyone else.

The central finding is that just 6% of companies have made enterprise AI genuinely work at scale. A year ago, MIT found that only 5% of business pilots were successfully driving measurable results. Although the studies were measuring different things, and despite massive investment across the industry and rapid advances in AI model performance, AI progress for enterprises has been remarkably slow.

Nevertheless, when looking at what’s driving success for the 6%, we found consistent traits: they build AI that drives measurable business results within six months, they have strong confidence in their data foundations, they work with specialist vendor partners rather than relying solely on off-the-shelf tools, and their AI investments are driving up customer satisfaction scores.

Our study doesn’t just diagnose the problem, it lays out concrete steps any organization can take to join the 6%. Over the course of the year, we’ll continue sharing research and guidance for enterprises working to make AI work.

Overview

What's Inside

01

The Six Percent: Who Are The New Enterprise AI Leaders

A closer look at the small share of enterprises pulling ahead and what sets them apart from the 94% still finding their footing.

02

What the Six Percent Do Differently

The habits, decisions, and organizational choices that separate AI leaders from everyone else and why the gap is widening.

03

The Hallmarks of AI Success

From eval-driven development to enterprise-wide adoption, the common patterns that define organizations actually realizing AI’s promise.

04

Eight Moves to Join the Six Percent

A practical playbook for closing the gap: concrete steps any enterprise can take to move from AI experimentation to measurable impact.

Report

Download The Six Percent Report

A deep dive into what the 6% of enterprise AI leaders have in common and a playbook for how you can join them. Complete the form to get your copy.

See how Scale AI helps enterprises join the 6%