The longform shelf.
Quarterly research from real builds. Each report goes deeper than a blog post and shorter than a vendor whitepaper. Early access goes to operators who trust us with their email.
By Binil Chacko
- 01
The 130 AI Tools Report.
Every category, every vertical, every dollar saved. The full breakdown of 130 builds across home services, accounting, legal, and local operations.
Read - 02
When AI Fails: 2026 Report.
The MIT 95 percent failure rate, decoded against our own near-miss data. Why most genAI pilots fail and the four structural fixes that prevent it.
Read - 03
SMB AI Savings 2026.
A dataset of dollar outcomes from small business AI engagements, normalized by vertical and crew size. The honest version of every agency case study.
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