What is FFDE?

Fortified Forward Deployed Engineering adapts the original FDE core for SMBs: bring engineering and product judgment into the customer’s field, use evidence from real work to improve the product, and add the use-case, data, governance, training, and handoff conditions needed for a capability the client team can operate and improve.

Key points

  • The FDE core: bring engineering and product judgment into the customer’s real operating environment, then feed evidence from actual use back into product development
  • FFDE fortifies that core with the use-case, data, governance, training, and handoff conditions SMBs often lack
  • Engineers work inside the operating context and deliver systems that are runnable, observable, and recoverable at the depth the use case requires
  • Cover all five pillars: Data & Knowledge, LLM Platform, Tools & Applications, Governance & Security, People & Processes
  • Two delivery tracks: 7-day fast validation or 2–4 week standard pilot
  • Delivery is the core responsibility; the FDE and business owner share accountability for agreed outcomes and evidence
  • Organizations with product or AI teams but no field-adoption and feedback mechanism can use FFDE to fortify forward deployment

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