Building an AI Product Manager Skill Stack
The Learning Route is being built into a structured PM curriculum, mission system, and AI-assisted guidance layer. It is not open yet. Leave your email and I will reach out when the first cohort opens.
A Practical PM Curriculum, Not a Course Library
The Learning Route is being built as a structured path for people who want to become AI Product Managers and have a real portfolio to point to. It uses the same Problem to Product Workflow that runs my case studies, broken into missions you complete and ship.
PMs Building an AI Product Profile
Aspiring AI Product Managers who want a real, reviewable portfolio instead of certificates.
Missions, not modules
Each mission produces a real artifact you can show: PRD, JTBD card, evaluation plan, fallback spec.
AI-Assisted, Human-Led
AI supports research, drafting, and prototypes. Product decisions and judgment stay yours.
A Portfolio You Can Defend
By the end, you have shipped artifacts, an evidence-labelled case study, and a workflow you can run on the next project.
Six Tracks, One Continuous Workflow
Tracks are not separate courses. They are layers of the same product workflow, sequenced so each one builds on the previous and produces an artifact you can show.
PM Core
Problem discovery, PRDs, metrics, launch review.
AI Product Thinking
Use-case framing, evaluation, trust, fallback behavior.
Product Prototyping
React, React Native, FastAPI, PostgreSQL.
Data Workflows
SQL, Snowflake, Airflow, analytics thinking.
AI-Led Development Stack
Claude, Google Stitch, Codex, Antigravity.
Shipping Stack
Coolify, AWS, CI/CD, monitoring basics.
What Is Being Built, Honestly
The honest status. Some milestones are in progress, others are planned. The route opens once the first end-to-end track is reviewable.
Curriculum Map
Lock the six tracks (PM Core, AI Product Thinking, Product Prototyping, Data Workflows, AI-Led Dev Stack, Shipping Stack) into a sequenced syllabus with weekly outcomes.
Mission Templates
Convert each workflow step into a reviewable mission: prompts, artifacts, acceptance criteria, and a portfolio-ready output.
AI-Assisted Guidance Layer
Wire the AI assistant that supports framing, critique, and feasibility checks without doing the product judgment for you.
First Cohort Onboarding
Open the first small cohort once a single end-to-end track has been validated with reviewable artifacts.
While You Wait
The workflow the Learning Route is built around is already public, with live case studies that apply it end to end. Start there.