Jayson Robinson
9 April 2025

The PM role isn't dying. It's speciating.

Four sub-species of product manager emerging from AI and automation. One of them is endangered.

Originally published on LinkedIn.

The PM role isn’t dying. It’s speciating. I see PMs fracturing into four distinct tracks, driven by AI and automation. One of them faces extinction.

Here are the sub-species I see product managers evolving into.

1. The Systems PM ⚙️

  • Who thrives: ex-DevOps engineers, or PMs in high-stakes domains (fintech, healthcare).
  • Why: AI handles execution, but chaos erupts when 10 AI agents and decentralised teams collide.
  • Toolkit: LangChain (orchestrate AI), Honeycomb (observability), Temporal (fault-tolerant workflows).
  • Upskill: study systems and chaos engineering (Gremlin certs).

2. The Risk-Arbitrage PM 💸

  • Who thrives: strategists who price risk like VCs.
  • Why: AI spams 10× more garbage; someone must bet on the 10% that won’t implode.
  • Toolkit: @RISK (simulations), Amplitude + Zapier (auto-kill features), ChatGPT (red teaming).
  • Upskill: learn quant finance, predictive analytics, modelling and forecasting.

3. The Instigator PM 🔮

  • Who thrives: creatives who blend cultural intuition with computational irreverence.
  • Why: AI generates novelty, but only humans spot meaningful novelty.
  • Toolkit: RunwayML (ideation), Spline (3D prototyping), SparkToro (niche trends).
  • Upskill: master behavioural design (Penn’s Coursera course is a start).

4. The Human-Friction PM ⚠️ (endangered)

  • Who clings on: “corporate glue” PMs in legacy orgs — banks, slow-moving enterprises.
  • Why: AI automates the soft work (Spinach.io for meetings, Loom for updates). Productivity explosions mean smaller teams and fewer cats to herd.
  • Escape: rebrand as a Systems PM or AI Ethicist. You have ~18 months.

What to do if I’m right

  • Specialise ruthlessly. Full-stack PMs are dying. I say that as one of them.
  • Curate better media consumption. Ignore OKR and roadmap PMs. Follow chaos engineers, quants, futurists, behavioural scientists.
  • Treat skills as perishable. Seek to relearn everything every one to two years.

I’m leaning towards the Instigator personally.