AI-implementation executive
Adam Hagestedt.
VP of Product Management | AI & Agentic Systems
I lead enterprise AI implementations — and ship the production code that proves them.
15 years building at Apple · Amazon · AWS · Cisco · Centific
Selected work
Proof, not adjectives — shipped code you can read and outcomes you can check.
This résumé is open source
The site you're reading — an AI-queryable résumé. React 19 + Vite + Tailwind, with Claude wired in through a Cloudflare Worker (API key server-side, per-IP rate limited). Read the code.
AI Adoption Radar
A clean-room, full-stack adoption-observability dashboard on public data: scraper → SQLite → FastAPI → React/D3, plus an MCP server. The same architecture as the internal tooling I build — open and inspectable.
Enterprise AI rollout — 0 → 500+ users
Selected, deployed, and operationalized Claude Code across a 3,000+ person org via a product-agnostic 3-phase adoption playbook — then built the usage-observability tooling to prove ROI.
RL environments, demoed at NVIDIA GTC in 2 weeks
An agent-powered, industry-configurable reinforcement-learning human-in-the-loop demo any account executive can run live with zero setup — shown externally at GTC, now in active RFP with multiple Mag-7 customers.
Replaced a ~$1M/yr platform in 1.5 weeks
Killed an expensive third-party annotation tool and shipped a custom replacement decision-to-production in 1.5 weeks — by cutting every non-essential feature, with zero downtime on live projects.
$1.5B profitability platform at Amazon
As Group PM, read the P&L unit economics and designed the ML negotiation system that automated 6,000+ long-tail vendors — making un-negotiable segments profitable and killing the ones that didn't pay back.
The deep résumé
The honest skills matrix
Superpowers
- Business + Engineering Bridge (Gonzaga MBA + Portland State Finance + hands-on Python/FastAPI/React)
- Agentic AI Strategy
- SaaS Platform Engineering
- Marketplace Economics
- Ruthless Scope Discipline
- Crisis Management
- Synthesis
Competent
- Traditional UI/UX Design
- Enterprise Ops Transition (Manual -> AI)
- Process Optimization
Strategic gaps
- B2C Product Growth (Consumer Social)
- Mobile Gaming
- Pure B2C Application Building
The fit assessment
Paste a job description and Claude will assess it against my actual background — honestly, gaps included. Powered by the same agent that answers questions above.