Traceable from source to result
Every value keeps its link to the source document and to the checks that led to the result.
In the demonstration, every figure names the document it comes from.
We build AI systems for organisations where the numbers have to be right.
Northern AI Labs is a development company. We build bespoke systems for organisations where compliance and security are a priority. We primarily work with financial businesses such as lenders, fund managers, fund administrators and advisers.
Lenders and credit fundsFund managers and asset managersFund administratorsAdvisers and consultancies
What we build
- ReportingCollects source data from several systems, runs defined checks and prepares reports for review.
- Credit filesStructures financial information, calculates ratios and marks what needs the analyst’s judgement.
- Drawdown checksChecks the request against terms, certificates, earlier drawdowns and relevant covenants before a decision.
- ReconciliationsMatches items between systems and leaves only the real breaks to the team.
- Investor questions and documentsFinds the relevant facts in approved sources and prepares answers with references for review.
How we build it
Financial workflows need traceability, reproducible calculations and clear approvals. We build that in from the start.
Calculations in code
Language models can read and structure documents. Rules and calculations run in tested, version-controlled code.
In the demonstration, ratios, interest and totals are calculated in code, not by the language model.
Human judgement where it is needed
When something is missing, contradicts another source or calls for a decision, it goes to the right person instead of the system guessing.