Independent project · 2026
Contract-to-Revenue
Contract-to-Revenue Reconciliation Platform
Using an LLM to read contracts, and a rules engine to check that what was agreed is what was billed.
- Role
- Builder (independent project)
- Stack
- LLM contract extraction, rules engine
- Location
- Toronto, ON
Details
Revenue leaks when the terms in a contract and the numbers on an invoice drift apart. I built an MVP that closes that gap automatically.
Impact at a glance
$176Krevenue leakage flagged in a simulated pilot dataset
What I built
- Built an MVP that uses an LLM to extract pricing and billing terms from contracts and a rules engine that reconciles them against billed revenue; flagged $176K in revenue leakage in a simulated pilot dataset.