From raw business input to decision-ready financial truth.
The engine is designed around speed, verification, audit trails, and human approval. This is not blind AI automation. It is governed financial modeling.
Documents & Business Inputs
Business briefs, SaaS assumptions, pricing notes, reports, and supporting data.
AI Extraction
Revenue drivers, cost assumptions, growth rates, pricing tiers, and model inputs.
Financial Model
Structured model with summary, pricing, scenarios, and export-ready output.
Verification & Audit Trail
Source assumptions, calculations, warnings, and decision evidence remain visible.
Human Approval
The human stays in charge before results become decision material.
Export Pack
Decision-ready Markdown/PDF/Excel-oriented output for review and sharing.
Speed Layer
AI accelerates extraction, summary generation, scenario creation, and export preparation.
Trust Layer
Verification, audit trail, and human approval prevent a pretty model from becoming a false decision.