About
I build working products, not wireframes.
I'm a product manager who uses AI to go from problem to deployed tool — prototypes stakeholders can click through, data pipelines that run while you sleep, and scoring systems that explain their reasoning. Most PMs hand engineering a requirements doc; I hand them a working prototype with validated specs.
Still a PM at the core. I write BRDs, run multi-model spec reviews to catch hallucinations, and make product decisions. AI writes the code — I direct it. The result is the same job done in hours instead of sprints, with a working artifact at the end instead of a slide.
The framework
Understand → Document → Build → Release → Refine.
- 01
Understand
Get to the real problem before writing anything.
- 02
Document
Write the BRD; run it through multi-model AI review to catch hallucinations and scope creep before a line of code.
- 03
Build
Build the working thing with AI (Claude Code, Cursor) — in hours, not sprints.
- 04
Release
Ship it (Vercel, Make.com) so stakeholders click through a real app.
- 05
Refine
Iterate with feedback. It’s a cycle, not a waterfall.
The entity
Ankit Bhangar, LLC
A New Jersey LLC that houses the consulting practice, the open AI-PM writing, and the product ventures. Want to work together?