Financial infrastructure for consumption contracts.
Translate pricing terms and uncertain usage into explainable spend distributions, downside exposure and negotiation priorities.
Contract intelligence
Extract terms with document, page and confidence provenance.
Usage models
Represent fixed values, ranges and distributions without false precision.
Deterministic economics
A calculation layer computes money; AI never invents financial results.
Scenario comparison
Compare expected cost, downside risk and unused commitment across structures.
AI financial analyst
Ask questions grounded in the model and trace every answer to calculated outputs.
Human verification
Review, approve and correct extracted terms before they enter the model.
Product principle
AI explains. The financial engine calculates.
Every result remains inspectable. Every extracted term retains provenance. Every forecast presents uncertainty explicitly.
Keep modeled assumptions tied to the contract.
“Unused credits expire at the end of each annual subscription period and may not be carried forward.”
How the term is modeled
Extracted term
Unused credits expire
Rollover
Not allowed
Model treatment
Expiring unused commitment
Status
Included in analysis
Why it matters
Unused committed value may expire when modeled usage falls below the purchased allowance.