Guides
Straight-Through Processing and Touchless Claims
Learn how carriers design STP thresholds, document gates, fraud breakers, and customer-facing touchless journeys without sacrificing NAIC-compliant oversight.
What is straight-through processing in modern claims?
STP automates adjudication for claims that satisfy eligibility rules, complete evidence packages, and low fraud scores. It is most common on high-frequency, lower-severity perils where manual review adds cost without material loss prevention benefit.
How do touchless claims differ from STP?
Touchless describes policyholder experience—mobile FNOL, proactive status, rapid payment—while STP is the back-office decision engine. Both require integration with payment rails and core claim systems.
Which metrics prove STP program health?
Track STP rate, auto-pay amount accuracy, escalation rate, customer complaints, and leakage from post-payment audits. Sudden STP spikes without fraud stability often indicate threshold drift.
What breaks STP safely?
SIU signals, missing signatures, coverage disputes, catastrophe codes, and litigation triggers should force COMPLEX_ADJUDICATION routing with explicit reasons logged for regulators.
How does ClaimGPT support STP governance?
run_fnol_triage encodes routing recommendations and missing document lists adjusters can align to STP rulebooks before files enter automated payment workflows.
Frequently Asked Questions
- Is 100% touchless claims realistic?
- No carrier achieves universal touchless processing; complex injuries, coverage disputes, and fraud investigations require licensed review.
- Does STP increase fraud risk?
- It can if thresholds are loose. Pair STP with real-time fraud analytics and periodic post-payment audits.