Defensible supplier selection
Score every risk on the same weighted criteria, with the rationale recorded.
— Procurement & Vendors
Upload the vendor's information pack (proposal, policies, security questionnaire, certificates, accounts) and set your review criteria.
2–3 weeks → ~25 minutes
For a typical multi-document review workflow
No coding required
— USE CASES
Score every risk on the same weighted criteria, with the rationale recorded.
Different formats are normalised into one structure so a like-for-like comparison is possible.
Re-run the same assessment periodically to track whether performance or risk has shifted.
— HOW IT BEHAVES
The mechanics behind this specific template — what it reads, what it calculates, and where a human stays in the loop.
Each risk is assessed against criteria you control and weight, so the same standard applies to every risk in the risk universe in scope.
Every risk is captured in the same field structure, so records drawn from different documents and sources stay comparable.
All of your risk registers, controls and policy documents is processed as one set, so patterns across documents surface instead of being read one file at a time.
Current external sources on the risk universe in scope are researched during the run rather than recalled from training data, and every source travels with the output.
Findings on the risk universe in scope are written up as a document that reads like professional output, with each claim tied back to a risk.
Evaluating the risk universe in scope fairly means applying identical criteria to submissions that arrive in wildly different formats. Defensible supplier selection is the typical trigger — score every risk on the same weighted criteria, with the rationale recorded. Done properly it is defensible; done at pace it becomes a judgement call nobody can retrace. And "properly" usually means 2–3 weeks of manual work.
As a Skill, the work is already sequenced. You bring the evidence, and the run produces a scored evaluation per risk with the reasoning shown plus a ranked comparison ready for a decision paper. The judgement is built in — how items are broken up, what standard they are held to, and where the run stops for a human review. In effect, 2–3 weeks of senior time compresses into ~25 minutes — and the output is comparable across clients, quarters and colleagues instead of shaped by whoever ran it.
Supplier risk review 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.
Supplier failure risk
Upload a delivery-history export with a row per order or per supplier-period and a column recording the result (e.
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.
RFP bid comparison matrix
Extracts and scores every bid against every evaluation criterion with a reason per cell, rendered as a heatmap showing the decisive differences.