Aurgus: Rebate accounting that refuses to guess

Drop a rebate agreement in. Aurgus reads it like a controller, flags every term it isn't sure of, and waits for you to certify. Then a deterministic engine computes the accrual — cap, floor, scope, period — and every figure traces to the row and the clause behind it.

Hey Product Hunt! 👋

I’m Mono, founder of Aurgus. We built this platform because managing complex B2B rebate structures, multi-tier accruals, and transaction validation within traditional spreadsheets or bloated legacy ERP systems is broken.

As you can see in our launch video, we split the architecture into two distinct, governed steps:

AI Extracts & Flags: The LLM acts purely as an intelligent reader to surface tricky contract scopes, caps, and periods—requiring explicit human certification.
Deterministic Math Executes: Once signed off, our hard-coded transaction matching engine handles the actual multi-tier calculations and ledger replays with absolute precision.

This keeps your core systems unbloated, audit-ready, and fully traceable back to the row. I’d love to hear your thoughts on our data mapping interface!

Aurgus is a AI enabled rebate, incentive , accounting platform that refuses to guess.

Twenty years of watching companies calculate rebates and sales incentive in spreadsheets and defend the number on faith, so I built the thing I kept wishing existed. You drop the agreement in, it reads it like a controller and shows you what it s sure of and what it isn t, you certify, and a deterministic engine does the math every figure traces back to the invoice row and the clause. The AI never touches the arithmetic. When a contract contradicts itself it stops and asks instead of picking.

https://app.aurgus.com/try

Aurgus is a AI enabled rebate, incentive , accounting platform that refuses to guess.

https://app.aurgus.com/try

Hey Product Hunt! 👋

As you can see in our launch video, we split the architecture into two distinct, governed steps:

AI Extracts & Flags: The LLM acts purely as an intelligent reader to surface tricky contract scopes, caps, and periods—requiring explicit human certification.
Deterministic Math Executes: Once signed off, our hard-coded transaction matching engine handles the actual multi-tier calculations and ledger replays with absolute precision.

This keeps your core systems unbloated, audit-ready, and fully traceable back to the row. I’d love to hear your thoughts on our data mapping interface!

Aurgus

Rebate accounting that refuses to guess

Rebate accounting that refuses to guess

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Rebate accounting that refuses to guess

Forum Threads

Rebate accounting that refuses to guess