Field Notes / Reports

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
  1. 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.

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  2. 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.

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  3. 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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