RFP responses are typically 30-60 hours of senior team time per response. Most of that time is in extracting requirements, drafting boilerplate sections, and ensuring compliance — all of which Claude does in minutes. Senior time focuses on the win-strategy sections. Here is the workflow.
Most B2B sales teams either skip RFPs (too expensive to respond) or respond badly (too rushed to win). Both result in low win rates and frustrated teams.
AI changes the math by compressing the volume work — extracting requirements, generating compliance matrices, drafting standard sections — which lets senior team focus on the 20% of the response that actually wins or loses the deal.
1. Extract requirements (10 min vs 4 hours). Paste the RFP into Claude; get back structured requirements list with compliance matrix.
2. Score winnability (15 min). Claude analyzes the RFP for fit signals — do we look like the intended vendor or were we added to fill out the bid?
3. Draft standard sections (2 hrs vs 15 hrs). Company background, methodology, references, security responses. AI drafts; you refine.
4. Write win-strategy sections (4 hrs vs 8 hrs). The differentiated story. This is where humans add value.
5. Compliance check + assembly (1 hr vs 5 hrs). Claude verifies every requirement is addressed before submission.
Extract all requirements from this RFP: [PASTE RFP TEXT] Return a compliance matrix: - Requirement ID - Requirement text (verbatim) - Type (must-have / should-have / nice-to-have) - Section of our response that should address it - Our standard answer (if known from knowledge base) - Gap (do we actually meet this requirement?) - Priority for response effort (high if differentiating, low if standard) Also identify: - Requirements that signal an intended winner (specific tech stack, geographic preference, scoring weights) - Requirements that are deal-breakers we cannot meet - Requirements that are vague (need clarification before responding) This is the foundation document — accuracy matters more than speed.