← Back to portfolio

AI Proposal Intelligence — Try It Out

Production LLM evaluation harness — 11 deterministic judges, 5 LLM graders, 5 paired auditors. Demonstrates a scalable-oversight pattern: every deterministic finding is re-inspected by an LLM auditor before it counts toward the composite score.

Frozen snapshot of a real run against the State/Local Government IT Professional Services RFP. Walk the seven stages; every visitor sees the same canonical output.

Static snapshot of a real proposal-ops run. Agency, location, and proprietary identifiers redacted. Download the full system from GitHub to run against your own RFP.

Stage 01 · RFP loaded

State/Local Government IT Professional Services RFP

[Agency] — State/Local Government · 38 pp · 39 parsed requirements · 100 pts total

Evaluation criteria

Technical Approach and Staffing Capability25 pts
Relevant Experience and Past Performance25 pts
Management Approach and Transition Plan15 pts
Cost15 pts
Organizational Capacity and Financial Stability10 pts
DBE Participation10 pts

Hard disqualifiers (5)

  • LATE PROPOSALS WILL NOT BE ACCEPTED. Proposals delivered after the said deadline will not be accepted.
  • Failure to complete and submit the required documents and attachments may result in your proposal being deemed non-responsive.
  • Failure to complete and submit the DBE forms according to the above instructions will render your bid non-responsive.
  • Fax submission will not be acceptable.
  • This form [Cover Sheet] must be completed in its entirety. Deviations and failure to complete and sign this form will deem your proposal non-responsive.

Want to run this against your own RFP?

Download the system on GitHub →