Training

Would it survive inside a real organization?

In short: FDE Factory grades every capstone on one question: would this survive inside a real organization? Partner feedback on security, evals, operability, and handoff determines certification.

Published 2026-04-15 · Updated 2026-07-01

One question, many dimensions

Demo polish doesn't certify an FDE. Partners grade whether the system would survive security review, stakeholder skepticism, operational load, and the Tuesday when production data looks nothing like the happy path.

Rubric dimensions

  • Domain fit: did the team pick a use case that matters to the business?
  • Context quality: governed, permission-aware, auditable
  • Agent reliability: evals, guardrails, failure handling
  • Deployability: runs in partner environment, not localhost
  • Handoff: client team could operate without the cohort

Why partners grade, not just us

We're training for the market's definition of ready, not ours alone. Partner graders mirror the security and platform stakeholders graduates will face on first embed.

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