LeChiffre
Finance Agent Integrity Pack
A review kit for AI agents that touch financial models: assumptions, scenario state, validation evidence, and audit trail.
Growth Lab
Growth Lab
The audit trail is the product
Two small protocols for finance agents: leave an audit trail, isolate scenarios, and stop confusing confident prose with model control.
Growth Lab
Can an agent apply a 15% SaaS revenue miss without corrupting the model?
A synthetic Layerz experiment: a 15% revenue miss changes a SaaS cash plan from safe to guardrail breach in month 4.
Growth Lab
LeChiffre AI: a public financial-modeling lab
LeChiffre becomes an English public modeling lab: synthetic models, explicit assumptions, validation checks, and limitations.