Using MCP for procurement research: keep the evidence attached

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I build BidSkim, a service that matches UK suppliers to public-sector contracts. One useful way to work with procurement data is to query it through an AI assistant. The difficult part is keeping the evidence visible when the assistant turns a structured record into a confident sentence. A contract ending in six months is a reason to investigate. It does not prove that the buyer will run a new tender on that date.

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