Automate Your Weekly Reviews, PRDs, and Stakeholder Updates
The course where PMs build their own AI documentation pipeline — from meeting transcript to shipped PRD, without writing a word of filler.
You spend 43% of your week on documentation. PRDs that took 7 days of procrastination and 1 day of real work. Status updates you re-write for three different audiences. This course replaces the assembly line with agent chains that do the conversion work for you — and check their own output before it reaches your team.
You Know the Drill
These aren't productivity problems. They're system problems. And they're solvable.
The PRD Problem
You have the meeting transcript, Slack thread, and Jira tickets. Converting them into a structured PRD takes hours — and by the time it's done, context has shifted.
The Status Update Tax
Exec wants a one-slide summary. Engineering wants tickets. Sales wants a timeline. Customers want a changelog. Same information, four formats, all manual.
The Feedback Black Hole
Sales calls, support tickets, NPS surveys, advisory boards. You're drowning in signal and starving for insight. Only 34% of PMs regularly use customer feedback for prioritization.
The Strategy Ghost Town
72% of PMs spend ≤25% of their time on strategy. You became a PM to set direction. Instead you're a human routing system for project information.
Not a Prompt Engineering Course
AI-First Product Manager is a build-your-own-automation course. You deploy agent chains, not memorize prompts.
Convert meeting transcripts → structured PRDs in minutes, with persistent product context so the AI knows your stack, users, and priorities
Generate audience-specific stakeholder updates from a single source of truth — exec summary, engineering brief, sales enablement, customer changelog
Synthesize customer feedback across channels into evidence-backed prioritization recommendations, with AI auditing the scores for realism
Self-audit every output for hallucinations, inconsistencies, and governance gaps before anything reaches a stakeholder
What You'll Build
33 sessions, ~27 hours. Self-paced. Build as you go.
Module 0
AI-Ready PM
Your AI tool stack. What each model is best at. The mindset shift from tool user to system orchestrator.
Module 1
Prompt Architecture
Evals-ready prompts with MEASURABLE CONSTRAINTS. Your PRD prompt goes from 42/100 to 91/100.
Module 2
No-Code AI
n8n workflows that automate PM tasks without engineering. Your first automated documentation pipeline.
Module 3
Automated Documentation
The full chain: meeting → structured notes → PRD → spec → status update. All agent-driven.
Module 4
AI-Native Workflows
The PM lifecycle reimagined. Discovery through launch with AI agents at every stage.
Module 5
Pi Harness
Your own agent orchestration framework. Pre-built chains for PM workflows.
Module 6
Chain Orchestration
Multi-step AI pipelines with quality gates. Scout → Plan → Build → Review → Audit → Fix.
Module 7
AI Business Intelligence
Market sizing, competitive moat analysis, financial projections — all AI-assisted, all auditable.
Module 8
Governance
Hallucination guards. Prompt injection prevention. Audit trails. The 16 production gates.
Module 9
Capstone
Build your own AI governance utility. Classify any project. Audit health. Route fixes. Verify results.
The Market Is Speaking
“The PRD that took 7 days of procrastination and 1 day of real work? It now takes 12 minutes.”
— Shailesh Sharma, The Last Product Manager
Pricing
One plan available now. More coming soon.
Start Building Your AI Utility
The skills I cultivated for 15 years are now available for free. Here's what to do about it.
— David Pereira