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Darwinbox · Product Manager II · 2025 – Present

From a hunch to a greenlit product line — with a prototype I coded myself

$500K ARR potential0→1 discovery to greenlightAI-built validated prototype
TL;DR

I identified a whitespace opportunity, ran primary research across enterprise clients, built the business case, vibe-coded a working prototype using AI tools, and navigated CPO, sales, and finance approval to greenlight a new product line with $500K ARR potential. Engineering build is in progress.

The problem

Employee Relations — grievances, disciplinary processes, workplace investigations — was a gap nobody owned. Clients were stitching it together with spreadsheets and email. No mandate existed to fix it; I had to create one.

What I did

Found and framed the problem. I identified the problem space and conducted primary research across enterprise clients to understand how ER work actually happens today — and where it breaks.

Built the business case. Market analysis, competitive benchmarking, and sizing that put a number on the opportunity: $500K ARR potential.

Prototyped it myself. Instead of pitching with slides, I vibe-coded a validated, working prototype end-to-end using AI tools. Stakeholders didn’t have to imagine the product — they clicked through it.

Navigated the greenlight. Building conviction without authority: I took the case through CPO, sales, and finance approval to formally greenlight the product line. Engineering build is now in progress.

What this says about how I work

0→1 isn’t a phase of my career — it’s the muscle I keep using. And AI tools have changed what a PM can bring to a greenlight meeting: not a deck describing a product, but the product itself. That’s the kind of leverage I bring by default.