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What you'll accomplish

By the end of this guide, you'll know how to use Claude to systematically extract and analyze patterns from government agency debriefs — identifying recurring strengths to maintain and recurring weaknesses to fix, producing actionable lessons that measurably improve future proposals.

What you'll need

  • A free Claude account at claude.ai
  • 2–5 government debrief letters or debriefing notes from past proposals (even just 1 is useful)
  • Time needed: 5 minutes setup; 20–30 minutes per debrief analysis session
  • Cost: Free

How-To Guide: Use Claude to Analyze Government Debriefs and Improve Win Rate

Step 1: Gather Your Debriefs

Request debriefs from any government agency after a proposal decision (whether you won or lost). Under FAR 15.506, offerors have a right to a post-award debrief. If your firm hasn't been requesting debriefs consistently, start now — they're free, valuable, and most firms underutilize them.

Agencies typically provide debriefs in one of two formats:

  • Written debrief letter: Contains ratings by evaluation factor, strengths identified, weaknesses identified, and deficiencies
  • Oral debrief: Take detailed notes during the meeting and type them up afterward