Insight by Business

AI-driven productivity makes hiring a PM sooner more likely because designers and engineers ship features faster with AI, which increases feature volume and coordination needs and thus raises the demand for product management to prioritize and integrate those outputs.
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See all →If your product has very little customer-facing surface area, you can delay hiring a PM because a handful of screens and few stakeholders mean engineers can make most tactical decisions and there are fewer customer-facing trade-offs to manage.
Answering questions about platform parity, workflows, data inputs, integrations, roles, information density, hierarchy, agentic chatbots and internationalization reveals product surface-area complexity because each factor increases stakeholder count, edge cases and dependencies that demand coordination and synthesis from a PM.
