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Requirements Generation Agent

Every engagement starts with messy inputs — call notes, scattered documents, old code. This agent reads it all and produces the clear, agreed starting point that everyone can build on.

What it does

It gathers everything you already have about a data initiative and turns it into a single, structured set of requirements your stakeholders can review and approve. Instead of analysts spending weeks reconciling documents, the agent reads the whole corpus, organises it, and writes the requirements — while keeping a clear link from every statement back to where it came from.

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Nothing is invented. Every requirement, KPI, and business question is traced to the source evidence it came from — and a separate reviewer flags anything that isn't backed by the inputs.

How it works

  1. Gather & read the evidencePulls text and data out of every input — transcripts, documents, spreadsheets, slides, and existing code.
  2. Check the inputs are good enoughAssesses coverage and clarity, and points out gaps or conflicts before any requirements are written.
  3. Draft the requirementsWrites the business requirements, the KPIs to measure, and the key questions the data must answer.
  4. Independent quality reviewA separate reviewer scores the draft against the evidence and confirms everything traces back to a source.
  5. Hand over for sign-offProduces clean, stakeholder-ready documents for your team to review and approve before design begins.

What it delivers

  • A clear Business Requirements Document written from your own inputs
  • A KPI catalog and a list of the key business questions to answer
  • Structured data requirements ready to hand to the design phase
  • A traceability matrix linking every requirement to its evidence
  • Works with the common business formats — Word, PDF, Excel, PowerPoint, and more
  • Comfortably handles large input sets of 20+ files