RFP evaluation
Compare bids on identical criteria with a written reason behind every score.
— Procurement & Vendors
Extracts and scores every bid against every evaluation criterion with a reason per cell, rendered as a heatmap showing the decisive differences.
1 week → ~15 minutes
For a typical multi-document review workflow
No coding required
— USE CASES
Compare bids on identical criteria with a written reason behind every score.
Give the panel one matrix to challenge rather than several individual impressions.
Show the decisive differences between bids for the award record.
— HOW IT BEHAVES
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Every pairing is scored with a written reason per cell, so the matrix can be challenged cell by cell.
A folder of material is processed as one set, so cross-document patterns surface instead of being read one file at a time.
The pattern is visualised from the computed data, so the trend is legible at a glance.
Findings are written up as a document that reads like professional output rather than raw model text.
RFP bid comparison matrix is routine in name only: the inputs are messy, the standard is unwritten, and two people rarely reach the same answer. RFP evaluation is the typical trigger — compare bids on identical criteria with a written reason behind every score. Done properly it is defensible; done at pace it becomes a judgement call nobody can retrace. And "properly" usually means 1 week of manual work.
As a Skill, the work is already sequenced. You bring the evidence, and the run produces a bid-by-criterion matrix with a reason per cell plus a heatmap highlighting the strongest pairs. The criteria, ordering and review points that make the answer trustworthy are encoded in the Skill itself — which is the difference between a structured method and a prompt someone pastes in. In effect, 1 week of senior time compresses into ~15 minutes — and the output is comparable across clients, quarters and colleagues instead of shaped by whoever ran it.
RFP bid comparison matrix exports as a structured SKILL.md file and is MCP-ready, so the same method runs in ChatGPT, Claude, Copilot or your own AI products. Adapt it to your methodology, and the intelligence stays yours — not locked to one vendor.
Vendor scorecard & rank
Scores vendor responses on quality, cost and risk, computes weighted totals, ranks the field and writes a recommendation with trade-offs stated.
Category spend & savings
Rolls an invoice or contract export up by spend category, charts it, and quantifies savings opportunities with the suggested lever per category.
Vendor due-diligence questionnaire
Runs a vendor due-diligence questionnaire, scores it deterministically into risk bands, and writes the contractual conditions to attach before onboarding.