The hiring record doesn't lie.
Data reports on what companies are actually adopting, replacing, and building — measured from millions of public job postings, not surveys. A static stack tells you where a company was. Direction of change tells you where it's going.
Who's Hiring Heads of AI
1,142 companies currently have an open req for someone to own AI — a role that barely existed in hiring a year ago. The moment the org chart gets an AI box is the moment AI gets a budget. We read every posting.
The Displacement Index
Every quarter, thousands of job postings quietly announce which technologies companies are walking away from. We read 4.7 million active postings, verified the direction of every signal against raw text, and ranked the 19 technologies enterprises are actively ripping out right now — and where they're going instead.
The Great SAP Migration, Measured
SAP ends mainstream maintenance for ECC in 2027, and Gartner estimates 70% of customers haven't migrated. We read 4.7 million active job postings to find out who is actually moving: 582 companies are hiring their way off legacy SAP right now — and the hiring curve shows no deadline panic at all.
Who's Actually Building with AI in 2026
We analyzed 4.7 million active job postings across 762,000 companies. 1,273 of them are hiring to build AI systems right now — and the most interesting adoption is happening outside the tech industry.
The Agent Stack Report
Past the demos: which companies are actually putting AI agents into production, on what stack, and what they run them for. Measured from live hiring.
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