Marco Saetta

Marco Saetta is an ML Platform Product Manager at Doctolib who documented the product, platform and operating-model transformations behind its AI factory strategy.

Practitioner perspective

  • Treat internal feature teams as customers rather than stakeholders [src-236].
  • Sequence platform investments according to ecosystem maturity: evaluation and model access, then framework standardisation, then proprietary-model investment [src-236].
  • Combine prioritisation frameworks with documented judgement when internal customers have unequal strategic weight [src-236].
  • Choose a golden path while remaining willing to replace tooling as the market changes [src-236].

Related

Source references

  • [src-236] Marco Saetta / Doctolib — "From one AI product to an AI factory" (2026-07-10)

Robin Cartier perspective

This page is part of Robin Cartier's working AI knowledge graph: a practical research layer for production AI, recommendation systems, experimentation, GEO, and agentic web readiness.

The useful next step is to connect this concept back to applied product leadership and operating models.

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