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proposals

How the RFP Parser Works

The RFP Parser uses GPT-4.1 with a specialized government-contracting prompt to extract requirements from any solicitation PDF.

What gets extracted

  • Every shall, must, and will statement
  • FAR and DFARS clauses referenced in the document
  • Section L instructions and Section M evaluation factors
  • Key dates: Q&A, proposal due, period of performance
  • Set-aside type, NAICS, size standard

How long it takes

Typical 100-page RFP parses in 60–90 seconds. 300+ page RFPs chunk through the queue and usually finish in 3–5 minutes.

What to do after parsing

Review the compliance matrix, adjust any requirement tagged low-confidence, and hit Generate Proposal Shell to create a section-by-section draft wired to the compliance matrix.