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Financial automation
Finance Agents
The prototype keeps financial math deterministic while models draft memos and propose classifications for human review.
Focus
Financial workflow agents
TypeScriptLLM routingFinancial modeling
The challenge
Finance workflows need speed, but authoritative outputs cannot depend on an unreviewed model calculation.
The approach
Use deterministic code for normalization, burn, runway, and add-back logic, then give the model a bounded drafting and classification role.
- 01
Burn and runway copilot
- 02
SMB diligence copilot
- 03
Rule-based financial normalization
- 04
Evidence-aware memo drafting
Next
Continue improving review ergonomics and source visibility before expanding automation.