Procurement review, from source document to decision

Illustrative starting point

Before: scattered inputs

In this example, tender documents and supplier information arrive as PDFs, emails and source links. A reviewer needs to identify the deadline, scope and eligibility requirements, then decide whether the opportunity deserves more work.

Proposed change, not an achieved outcome

After, as proposed: a reviewed handoff

1. Collect approved sources. Start with documents or links the team is permitted to use. Record where each document came from and which version is being reviewed.
2. Draft an evidence-linked summary. AI could extract the scope, dates, eligibility criteria and open questions. Each important finding would point back to the relevant source passage.
3. Check the original document. A reviewer verifies the summary against the source. Conflicting dates, missing pages and uncertain requirements stay visible rather than being treated as settled facts.
4. Record a human decision. The owner approves a bid, no-bid or request-for-clarification decision. Pricing, supplier outreach and submissions remain separate authorized actions.

Pilot measurement plan

What to test before expanding

Test extraction accuracy, source coverage, missed requirements and review time on a defined document sample. Record the manual baseline before comparing the proposed process. This example does not claim an achieved review-time reduction, win rate, bid volume or return on investment.