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breadcrumb right arrowStraight-Through Processing (STP)
Straight-Through Processing (STP)

STP describes a transaction that completes end to end without any human touching it, an invoice that gets matched, approved, and paid entirely by automated systems, for instance, with no one manually reviewing or keying anything in along the way. STP rate, the percentage of transactions that complete this way versus needing manual intervention, is a standard efficiency metric in finance and operations.

Traditional rule-based automation tends to plateau at a certain STP rate, the straightforward, well-formed transactions go through cleanly, but anything with an exception (a mismatched amount, a missing field) drops out to a manual queue. Agentic AI raises the achievable STP rate by handling many of those exceptions with judgment rather than routing them all to a human by default.

Frequently Asked Questions

How is STP rate typically measured?

As the percentage of total transactions that complete without any manual intervention at all. A process with a 70% STP rate means 30% of transactions still required a human to step in somewhere along the way.

Why do traditional automation systems plateau at a certain STP rate?

Because rule-based systems can only handle scenarios explicitly programmed in advance. Every exception outside those rules routes to a manual queue by default, and real-world transaction volume always includes some rate of genuine exceptions.

How does agentic AI improve STP rates beyond what RPA achieved?

By applying judgment to exceptions instead of routing all of them to a human, an agent can resolve a mismatched amount or an unusual vendor format the same way an experienced analyst would, extending straight-through completion to a wider range of transactions.

Is a 100% STP rate a realistic goal?

Rarely, and often not even desirable, some transactions genuinely warrant human review by design, a high-value, first-time vendor payment, for example. The realistic goal is maximizing STP for the transactions that should be automated, not eliminating human review everywhere.