AI Margin Assurance
The economic control plane
for AI.
npx nemulai verify --dry-runCLI — read-only, runs on your machine, prints every statement before anything connectsIntention
Every agreement carries an economic intention: what it should cost to serve that customer, and the margin you expect to keep. NemulAI starts by making that number explicit.
Drift
The contract stays still. Usage, models and the cost of serving the customer do not. What began on course can drift long before the invoice makes it visible.
Judgment
NemulAI sees when the economics are moving away from their intended destination and makes the decision visible. It recommends. Your team decides. Your systems execute.
Instruments
When costs are missing or cannot be connected to a customer, NemulAI does not replace the gap with confidence. It holds the recommendation and shows what remains unknown.
