It Assesses. You Decide
Bid Fit judges requirements against your profile, then hands you arithmetic over a rubric you set. RFP Response drafts from approved answers and marks what nothing supports.
Bid Fit — Should We Pursue This?
Shred And Assess
assess_rfp_fit extracts requirements from an inbound RFP and judges each against your capability profile. list_rfp_requirements returns them with their mandatory flags and evidence.
Explain The Number
explain_fit_score shows the arithmetic — which criteria contributed, which were excluded because nothing screened them, and which hard gate fired. The AI assesses; the score is a rubric you weight.
Maintain The Rules
show_bid_fit_setup reads your profile and walk-away rules. save_bid_fit_profile and save_walk_away_rules change them — both confirmed before they write.
RFP Response — Now Write It
Draft And Review
draft_rfp_response builds a response from an assessment. list_rfp_responses and show_rfp_response read what is in flight and how much of it still needs a human.
Fix A Section
redraft_section rewrites one section with your guidance; resolve_section closes a marked gap once you supply the missing detail. Both are confirmed before they change a draft.
Curate The Library
search_answer_library finds approved answers semantically, with a text fallback so a part-indexed library still answers. save_answer_to_library banks a new one — confirmed, and de-duplicated against the question so repeat answers update rather than stack.
What Makes It Trustworthy
An agent that writes what a buyer reads has to be conservative in specific, checkable ways.
It Marks Gaps Instead Of Filling Them
Every Write Is Confirmed
It Cannot Approve Or Send
Two Toggles, Not One
Frequently Asked Questions
No. It extracts requirements and assesses each one. The score is arithmetic over a rubric you weight, and two hard gates — an unmet mandatory requirement, or a walk-away term the RFP demands — override the total regardless of what it adds up to.
It is built not to. Answers come from your approved library and capability profile first; anything neither supports is returned as a marked gap that blocks approval until a human resolves it.
No. The agent drafts and curates. Approval and submission are human actions, and approval itself is refused while any section is unanswered or unreviewed or any required deliverable is outstanding.
Five — redraft a section, resolve a gap, save an answer to the library, save the bid-fit profile, and save walk-away rules. Each is registered as risky and asks for confirmation before it runs. The other eight are read-only.
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