The AI-Native PM
Already a PM? In one weekend, build your own AI toolkit on your real product — and become the AI PM on your team.
Taught by Raunak SwarnkarProduct Leader & Instructor- Live weekend classes, or a 1-day intensive
- Portfolio project + public Demo Day
- Mock interviews, resume help & referrals
- Certificate + lifetime access
Two ways in — which fits you?
Start small, or go all-in. Both are live and hands-on.
1-Day Bootcamp
- Set up your AI-PM toolkit (Claude, MCP)
- Build one real workflow, live
- See the full method in action
4 Week Sprint
- Discovery, specs, prototypes and evals
- A portfolio project every weekend
- Demo Day, mock interviews and referrals
Try the Bootcamp first — your ₹7,000 is credited if you upgrade to the Sprint.
What you'll walk away with
Two days, on your own product. No lectures longer than 20 minutes.
Your product's context stack (L1–L2)
Stand up the 5-file context system on your real product, in the room.
Your own skills and workflows (L3–L5)
Author SKILL.md files for the PM tasks you repeat every week.
Operational wrappers (L6)
Hide complex chains behind simple commands so juniors on your team get senior output.
Take it back to your team
Leave with a stack you can run Monday and a plan to roll it out to colleagues.
Raunak Swarnkar
A product leader, instructor and ex-founder. Raunak has led product as Head of Product and shipped AI products end to end, and he advises startups from seed to Series C — plus leading brands — on product strategy, GTM, PLG and turning their teams AI-native. He works hands-on with founders and CxOs, and teaches every course himself.
Run of show
2 days · 12 live hours · your own agentic PM stack
- Day 1 · AM9:30 – 12:30
Context and connectors
MilestoneThe 5-file context system live on your product, with one MCP connector wired in.See the sessions
- Opening
- 60 min. What changes for an experienced PM when an agent joins the team.
- Hands-on
- 90 min. Stand up your context system and connect a real tool via MCP.
- Checkpoint
- 30 min. Pair review — is the agent grounded in your real situation?
- Day 1 · PM13:30 – 17:30
Author your skills
MilestoneThree SKILL.md files for tasks you repeat every week.See the sessions
- Pick your tasks
- Choose the PM motions you do most — discovery, specs, prioritisation, stakeholder updates.
- Hands-on
- 150 min. Author skills with coaching, drawing on the framework and prioritisation libraries.
- Capture
- 60 min. Test each skill against a real input from your backlog.
- Day 2 · AM9:30 – 12:30
Chain workflows and wrappers
MilestoneAn end-to-end guided workflow behind a single command.See the sessions
- Build
- 120 min. Chain your skills into a guided workflow and wrap it in a slash command.
- Stress test
- 60 min. Add evals and guardrails; find where it breaks before your team does.
- Day 2 · PM13:30 – 16:30
Demo Day wall + rollout
MilestoneYour stack on the wall, plus a plan to roll it out to your team.See the sessions
- The wall
- 90 min. Everything goes up. Structured peer critique in rotating groups.
- Rollout
- 60 min. How to introduce this to colleagues without a top-down mandate.
- What's next
- 30 min. Where this goes, and how the leadership track standardises it across a team.
Is this you?
For working PMs ready to become the AI-native one on their team.
You want to do the work, not just watch — and leave with proof you can.
Your product's context stack (L1–L2)
Leave with a stack you can run Monday and a plan to roll it out to colleagues.
Live, hands-on, agentic
Every fundamental paired with the AI workflow that makes it 10× faster.
Who this isn't for
- You've never worked as a PM — take the AI-Native PM Foundation course first.
- You can't bring a real product to build on. There's nothing to author against.
- You want to standardise this across a whole team — that's Team Training.
What's included
12 live hours
Two full days of coached build time, capped at 24 people.
Your own agentic PM stack
Context, skills, workflows and wrappers running on your real product.
The workflow library
Templates, the 'Use When' prioritisation library, PRD formats and prompt patterns.
Demo Day wall
Structured critique from 20+ practising PMs on the thing you made.
Recording and materials
Everything from the room, plus lifetime access to updates.
Certificate of completion
Share it with your employer or on LinkedIn.
Questions, answered
Is this for people new to product?
Do I need to bring a product?
Online or in-person — which is better?
What if I can't finish in the weekend?
Can you run this for my whole team?
What's the refund policy?
Reserve your seat
Already a PM? In one weekend, build your own AI toolkit on your real product — and become the AI PM on your team.
Not quite you?
Three levels, matched to where you are in your career.
