Can AI replace product managers? What the 2026 data actually says
94% of PMs use AI daily — but only ~6% for strategy, and 43% of startups still fail on product-market fit. Why AI replaces the busywork, not the judgment.
Insights, updates, and deep dives into AI-native product development and how we’re building the future of PM tools.
94% of PMs use AI daily — but only ~6% for strategy, and 43% of startups still fail on product-market fit. Why AI replaces the busywork, not the judgment.
Practical guides, product frameworks, and Specky updates — sent when it’s worth your time.
The cost of building software collapsed — 41% of all code was AI-generated in 2025 — while the cost of knowing what to build didn't move. The data behind the shift.
In 2026, every stakeholder has an AI assistant generating roadmap ideas. The PM's information advantage is gone — unless you build a different kind of advantage: specific customer evidence that no AI can replicate.
Per-seat pricing breaks the moment AI agents do the work. Here's how to choose between subscription, usage-based, and outcome-based pricing — and why hybrid models win in 2026.