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.

  1. 01

    Understand

    Get to the real problem before writing anything.

  2. 02

    Document

    Write the BRD; run it through multi-model AI review to catch hallucinations and scope creep before a line of code.

  3. 03

    Build

    Build the working thing with AI (Claude Code, Cursor) — in hours, not sprints.

  4. 04

    Release

    Ship it (Vercel, Make.com) so stakeholders click through a real app.

  5. 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?

Get in touch →