AI FDE
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About AI FDE Training and Certification

AI FDE is an independent bilingual community for Forward Deployed Engineer learning, scenario exams, field labs, and verifiable certification.

Last updated: 2026-07-11

About AI FDE

AI FDE is an independent bilingual training, exam, and certification community for people learning to become AI Forward Deployed Engineers. We focus on the work between a promising model demo and a dependable production outcome: customer discovery, technical scoping, system design, full-stack delivery, evals, security, rollout, adoption, and field feedback.

What we provide

  • A structured AI FDE learning path based on end-to-end deployment responsibilities.
  • Scenario-based online exams with immediate explanations and AI mentor support.
  • Field labs that produce discovery briefs, architecture records, prototypes, eval reports, readiness reviews, and rollout plans.
  • A public certificate verification system backed by real assessment records.
  • A practical AI FDE toolkit covering models, agents, data, software engineering, evals, observability, and governance.

Our certification boundary

AI FDE certificates represent this community's published assessment standard. They are not official credentials from OpenAI, Anthropic, Palantir, or another employer, and they do not replace work experience or an employer interview. We encourage learners to pair every certificate with real delivery artifacts and honest retrospectives.

Who it is for

The community is for aspiring FDE Engineers, software and applied AI engineers expanding into customer delivery, technical product builders, solutions teams, educators, and organizations building a shared production AI capability baseline.

Start here

Take the AI FDE exam for a baseline, follow the learning guide, and use each missed scenario to choose the next field lab.