Field 02
Financial Services
Money movement, risk and the evidence behind both.

The question
Can every automated financial decision carry its own audit trail by construction?
Finance already runs on records, limits and controls. The open problem is making intelligent systems fit inside that discipline instead of around it.
Programs
3 directions we are working on.
- 01
Auditable automation
Agent actions that leave a complete, tamper-evident trace a reviewer can follow end to end.
- 02
Risk reasoning
Models of exposure that can explain a number, not only produce one.
- 03
Reconciliation
Finding the gap between two ledgers faster than a person can, and showing the work.