Krux
May 8, 2026
Top AI users now demand 3.5x more per worker
Published: May 8, 2026 at 12:20 AM
Updated: May 8, 2026 at 12:20 AM
100-word summary
OpenAI just published data showing the gap between AI leaders and everyone else is widening fast. Companies in the top 5% of AI usage now consume 3.5x as much AI capacity per employee as typical firms, up from 2x just a year ago. The difference isn't just volume. Only about a third of the gap comes from sending more messages. The rest comes from richer, more complex use cases. Cisco cut build times by 20% and saved 1,500 engineering hours monthly using AI coding tools. Travelers Insurance expects its AI claim system to handle 100,000 calls in year one. The leaders aren't using ChatGPT more often. They're teaching it to...
What happened
OpenAI just published data showing the gap between AI leaders and everyone else is widening fast. Companies in the top 5% of AI usage now consume 3.5x as much AI capacity per employee as typical firms, up from 2x just a year ago. The difference isn't just volume. Only about a third of the gap comes from sending more messages. The rest comes from richer, more complex use cases. Cisco cut build times by 20% and saved 1,500 engineering hours monthly using AI coding tools. Travelers Insurance expects its AI claim system to handle 100,000 calls in year one. The leaders aren't using ChatGPT more often.
Why it matters
They're teaching it to do entire jobs.