Point of viewProcurement & public finance

Faster tender evaluation that still survives scrutiny: link every number to its page

GeM and e-procurement digitised buying, but evaluation is still a pile of long tenders and scanned bids. Agents can extract requirements and line items — if every value links back to the page it came from.

6 min read By · Point of view
7
specialist agents for reading tenders and checking bids, under one orchestrator

Key takeaways

  • Evaluation, not purchasing, is now the slow and risky part of public procurement.
  • Requirement extraction and bid extraction are document problems GenAI handles well.
  • An extracted value is only usable in government if an evaluator can see the page it came from.
  • Award decisions stay with the tender committee; agents prepare the comparative statement.

Portals such as GeM and the central e-procurement system brought public buying online. But a tender committee still has to read the tender, check each bid against it and build a comparative statement — often from scanned price schedules — under the knowledge that vigilance, audit and losing bidders may examine every line.

Two document problems

The first is the tender itself: eligibility, technical and commercial conditions spread across long documents. The second is the bids: vendor details and line items, prices and quantities, in whatever format each bidder chose.

Exhibit 1

Accelerators for tender evaluation

AcceleratorWhat it does
Tender & RFP IntelligenceDocument analyst, requirement extractor, compliance checker, researcher, writer, quality reviewer and risk assessor under an orchestrator
Bid ExtractorBid PDFs and scans to line items, each value linked to its page, with chat over the bid

A model that is right most of the time is not good enough on its own for a public award. What makes extraction usable is that every value can be checked in a click: the evaluator sees the number, the page and the passage, and confirms it. That turns AI from a black box into a faster way of doing the check the committee would do anyway.

If an evaluator cannot point to the page a number came from, it does not belong in a comparative statement.
For executives

What this means for your bank

  1. Start with bid extraction for high-volume, multi-line tenders.
  2. Require a page link for every extracted value.
  3. Keep compliance findings as suggestions for the committee.
  4. Log every step for vigilance and audit.
Put it to work

How SCIKIQ can help

Speed up evaluation in our Procurement, Public Finance & Audit service.

Learn more

See the procurement agent squad.

Learn more

Sources

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Figures are drawn from the cited public sources. Opinions labelled “SCIKIQ point of view” are our own.

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