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Long-form engineering write-ups on the systems we build. Written by the engineers who build them.

Coming soonProposal Intelligence

Engineering an AI Proposal Generator for Government Contractors

How to build a proposal system that drafts from your own past performance, cites every claim, and scores sections against Section M before color-team review, while keeping proposal content inside your own cloud account.

What it covers
  • Shredding Sections L, M and the PWS into a traceable compliance matrix
  • Grounded drafting: retrieval, citation gates and what happens when evidence is missing
  • Evaluating drafts against stated criteria without predicting award
  • Where human reviewers sit in the workflow, and why
  • Deployment and data boundaries for CUI-adjacent proposal content
Get it when it's published

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