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Use Case

Evaluate capital procurement RFQ responses with cited requirement grading.

Use this workflow when technical fit, deviations, and award rationale all need to stay traceable.

Why It Is Hard

Capital procurement RFQs create document-heavy evaluation work.

The evaluation problem gets harder as technical complexity rises.

Capital procurement RFQs often involve long technical questionnaires, engineering assumptions, appendices, contracts, and attachments that do not line up cleanly across vendors.

Procurement teams need to assess fulfillment status and deviations without losing the thread between source documents and the final decision.

What The Workflow Needs

The evaluation process needs cited grading, not unsupported scoring.

If the system cannot show why a response was graded, it will not survive real review.

Teams need requirement-level grading with source citations and a clear record of which deviations matter technically, contractually, or operationally.

The useful output is not just a score. It is a review path from RFQ response to award recommendation.

What Good Looks Like

The result should help buyers defend the award decision.

The target is a source-linked review pack, not another manual tracker.

When the workflow is strong, procurement and technical stakeholders can see where a vendor met requirements, where it partially met them, and where material differences changed the real ranking.

That gives the team a faster path to an award decision with less ambiguity and less manual reconstruction work.