WYnova

AI for the public sector: bid analysis with cited sources

WYnova applies artificial intelligence in the public sector to analyse tender specifications and bids, with source traceability and human validation of every evaluation decision.

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Common challenges in the sector

  • Weeks of manual reading per tender, with overloaded evaluation panels and teams.

  • Lengthy tender specifications and bids that are difficult to compare criterion by criterion.

  • Risk of error and award decisions that are difficult to justify.

Analysis of tenders and tender documents

  • Challenge

    Analyse and compare bids against the tender specifications without weeks of reading, and with a verifiable justification.

  • Proposed approach

    An assistant reads the tender specifications and the bids, extracts the evaluation criteria, compares the bidders and summarises the analysis for the evaluation panel. Each conclusion cites the source document and passage (RAG), and the decision always rests with the panel.

  • Expected result

    Analysis reports prepared in less time, in which each conclusion points to the document it came from and can be verified by the panel.

Technical areas: RAG, GenAI, Literature review

Other sectors

  • Health

    Assisted clinical documentation, with medical validation.

  • Education

    Early detection of students at risk of dropping out.

  • Banking and financial services

    Debt recovery prioritisation and communication tailored to each customer.

Case studies

SAPO, MediaAI content recommendation and categorisation: 90% accuracy.Auchan, RetailAI-automated promotional leaflets: +25% monthly savings.QNB, BankingRequirements process redesigned across IT, Business and Product.

WYnova services

Forward Deployed EngineeringAI engineers in your operationsWorkflow AutomationAI process automationAI Solution BuilderCustom-built AI solutions

How many bids does your organisation analyse in each tender?

In a 30-minute meeting, WYnova reviews a completed procedure and shows how an assistant would extract the criteria and compare the bids with cited sources.