Generate Your Compliance Matrix 'Draft Zero' in Seconds.

Stop copy-pasting. Instantly extract 'Must/Shall' requirements into an editable Excel checklist.

Audit-ready, traceable, defensible — not just extraction.

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Why You Need an Automated Compliance Matrix Generator

An AI-powered generator like RFPAI replaces the most tedious step with automation. Upload a PDF or Word file and the system converts content from PDF to Excel, producing a structured matrix in minutes. This is practical Proposal management automation that helps teams save time on setup and focus on strategy, positioning, and win themes.

Speed

Manual (4h)

AI (2m)

Risk

Human Error

100% Coverage

Traceability

Lost Context

Verbatim Links

Speed

Because the AI reads the full document, it extracts every Must/Shall requirement consistently and returns the same structure across bids. You can rerun the process when an addendum arrives and get a refreshed matrix instead of rebuilding from scratch, which keeps schedules predictable.

Accuracy

Automated extraction keeps verbatim requirement text and references intact, reducing paraphrase errors. Reviewers can trace each line item back to its source and document why the team marked it compliant or not. A defensible Compliance Matrix supports internal reviews and reduces compliance surprises.

Collaboration

The output doubles as an Excel compliance checklist that is easy to assign to subject matter experts. Columns for owner, evidence, and status make it clear who responds to each requirement, and the matrix becomes the shared view for the whole bid team.

Industry Standards

A defensible compliance matrix provides end-to-end traceability: every must/shall requirement links back to its RFP source and forward to where the proposal addresses it. Government bids demand stricter FAR/DFARS references and formal QA columns, while enterprise pursuits weight customer priority and deal context. Both share one goal: an audit-ready artifact that protects the bid and accelerates internal review.

Defensible Matrix Checklist

  • Verbatim requirements (no paraphrasing)
  • Stable requirement IDs (no re-numbering)
  • Section + page traceability
  • Explicit compliance/strategy decision
  • Clear ownership and evidence in proposal

Have questions? See FAQs below

Audit-Ready Output Format

Key Columns in a Standard Matrix

A practical matrix is more than a list of obligations. It is a living document that lets you filter, sort, and track progress during the proposal cycle. The columns below are a solid baseline for any RFP Compliance Matrix and align well with typical review workflows.

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ID
Requirement Text
Compliance
Ref
1
Must/Shall requirement
Y
Proposal reference
2
Mandatory requirement
N
Proposal reference
3
Requirement text
Partial
Proposal reference

Standard fields used in an Excel compliance checklist

With these fields, teams can filter by owner, sort by risk, and create a clear audit trail. The structure also supports downstream QA, where reviewers validate that each requirement is addressed in the correct location.

This structure matches how proposal teams conduct internal QA and compliance review.

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FAQ

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Upload an RFP and get an editable compliance matrix in minutes.