About

Built by payment operators, for payment operators.

InstruxAI exists because the most consequential decision in payment operations — should this instruction be entered? — usually gets made from raw text. We thought it deserved better.

The stage we focus on

The intake decision.

Every wire payment exception you’ve ever investigated had an upstream cause: a missing field, an ambiguous routing chain, an identifier that looked right but wasn’t. Investigating those issues mid-process is expensive. Catching them at intake is almost free.

InstruxAI scores instructions at the moment they enter your workflow — before the payment system, before SWIFT, before downstream costs accrue. That’s the only stage we work on, and we work on it deeply.

How we build

Four principles, no exceptions.

Operational discipline

Instruction quality is confirmed before downstream workflow is affected. The cost of catching a problem at intake is almost zero. The cost of catching it later is everything that follows.

Human review, elevated

We don’t replace the reviewer. We give them better information to act on. Every payment still has a human decision point — the engine just makes that decision easier to make well.

Determinism over magic

Every score traces to a specific rule. Every rule has a name and a reason. When the audit team asks why an instruction scored 68, we can show them. The engine is not a black box.

Confidentiality by default

SSI documents are sensitive. The free public verifier processes them in-memory and stores nothing. Paid tiers configure retention only where audit and recordkeeping require it.

If this resonates, let’s talk.

Or skip the conversation entirely and try the free verifier first.