Due-diligence risk analysis agent

Development managers assessing land for acquisition must surface every risk that could delay the deal, blow the budget or conflict with existing agreements: legal title, planning and permitting, utilities and infrastructure, ground and environmental conditions, and regulatory compliance. The information is spread across dozens of documents of varying formats, and gaps are as dangerous as findings.

Development managers and acquisition teams within the development business.

Manual read-through of the full due-diligence data room, with risks tracked in spreadsheets and email threads. Coverage depended on the individual's experience and the time available before the deal deadline. Missing documents were often only noticed late.

• A structured risk table produced from the data room without manual reading.
• Explicit identification of anything that could delay acquisition, extend the programme or exceed budget.
• Conflicts flagged against existing deal agreements, financing terms, design standards and local requirements.
• Missing information called out explicitly, with a description of what still needs to be obtained.

• All analysis had to be grounded strictly in the documents provided, with no external assumptions or hallucinated findings.
• Documents lived in the organisation's existing document management system; the agent had to work with that repository as it was.
• Output had to be a consistent table format the team could drop straight into their review workflow.
• Governance: approved enterprise AI platform only, with no data leaving the organisation's environment.

• Review time per site, before and after.
• Risk categories covered on every review, against the full taxonomy, where manual coverage varied by reviewer.
• Documentation gaps identified before the deal deadline rather than after it.