Badges

Tastemaker
Tastemaker
Veteran
Veteran
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

  • Semfora
    SemforaSemfora - AI governance in a way that linters never could.
    Jul 2026
  • 🎉
    Joined Product HuntNovember 1st, 2018

Forums

AI Governance for Large Orgs - Ontologies and You!

Founder here. Every time I say "AI governance" out loud I hear a compliance brochure. Let me try it another way.

Your codebase has rules. You never wrote them down. They sound like this:

Semfora - A new way to monitor your org's health, govern your AI initiative, and more.

Hi, I'm Jeremy, founder of Semfora. We launch here on Tuesday, July 28th, and I have been waiting a long time to write that sentence. The one-sentence version: Semfora maps how a repository changes, supports cited investigation and merge review, and keeps the evidence behind engineering decisions retrievable. We think of it as the code-evidence layer for AI governance in software delivery.

The problem, plainly: AI tools have increased the speed and volume of software change, but engineering leaders still own what reaches production. The tools around you already hold pieces of the evidence, in code hosts, scanners, observability, tickets, and AI reviewers, and the decision record ends up fragmented across all of them.

What is live today

21d ago

Semfora - Semfora - AI governance in a way that linters never could.

AI made writing code cheap. Understanding it got expensive. Semfora indexes every merge into a deterministic map of your codebase across 30 languages. Same commit, same answer, every time. Dashboards, chat that cites the code it is talking about, merge analysis, and a pull-request gate your team configures. Next: state an architectural rule once and have it enforced on every merge. Prototype today. Free tier. Connect one repo and try to catch it being wrong.
View more