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Technology advisory

AI agents for finance work that used to need a person

Reading a compliance certificate, pulling KPIs from a board pack, tying out a data room: the repetitive reading and checking that fills analyst days. We build agents that do it reliably, with every output traced to source and a person signing off.

An agent is only useful if its output can be trusted in front of an investor, a lender or an auditor. So we design every agent around three rules: it shows its sources, it flags what it is unsure of, and it never sends anything onward without a review step.

The agents run on your documents in your environment. They can be triggered by an email arriving, a file landing in a data room, or a schedule. The output goes into the tools you already use: a spreadsheet, a dashboard, a memo template, a ticket.

What we deliver

  • Document extractionFinancial statements, compliance certificates, CIMs and administrator reports read into structured data.
  • Reconciliation and tie-outFigures compared across sources with breaks surfaced and explained.
  • Screening and scoringOpportunities or borrowers scored against your criteria, with the reasoning shown.
  • First draftsCredit memos, variance commentary and investor Q&A drafted from your data and templates.

Start with one conversation.

Tell us what you are trying to fund, fix, value or automate. In a 30-minute call we'll tell you honestly what we can do, roughly what it involves, and what a first step would look like.

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