What we work with
- Agreed ledger and statement extracts
- Matching rules and exception categories
- Owners and approved follow-up templates
Give every unmatched item a clear next action.
Finance-led expertise. AI workflows built and managed for your firm.
Which items are unmatched, who owns them, and what is needed to close them?
We agree the data, tools, responsibilities, and definition of success before the build. Training and handover are part of the implementation scope.
Test representative examples, review the exceptions, and confirm acceptance criteria before expanding. Timelines depend on scope, data readiness, and integration access.
AI output needs validation. Posting, client communications, and professional decisions follow the approval rules agreed with your firm.
Tell us where the process gets stuck. We can discuss a suitable starting point.