Claims workflow mapped simply
A recent social post laid out the core claims workflow as: notification, information gathering, validation, assessment and settlement — a tidy way to spot where evidence breaks down. (x.com) Framing product benefits against those discrete handoffs helps clarify where evidence and triage tools reduce rework and speed resolution. (x.com)
The useful thing about the claims workflow is how ordinary it looks. A customer calls after a crash, a burst pipe, or a fire. The insurer opens a file, asks for photos and receipts, checks whether the loss is covered, decides what it is worth, and sends money or a denial. In one recent social post, that familiar sequence was boiled down to five handoffs — notification, information gathering, validation, assessment, and settlement — and the simplification works because it matches how insurers themselves teach claims handling, from first notice of loss through investigation and final determination (x.com), (web.theinstitutes.org), (crawco.com)). The first handoff, notification, is the moment a messy real-world event becomes a claim. Regulators and consumer guides tell policyholders to report losses quickly and arrive with basic facts: who was involved, what was damaged, where it happened, and how to be reached. The NAIC’s disaster claims guide says insurers often need insurance information, current contact details, and a list of damaged property just to get started, while large claims vendors now pitch digital FNOL systems that collect that information in one pass and route the file immediately (content.naic.org), (crawco.com), (crawco.com)). Then comes information gathering, which sounds clerical until you picture the pile. Photos from a phone. Repair estimates. Police reports. Medical records. A recorded statement. Maybe a contractor invoice, maybe drone imagery, maybe a second inspection because the first set of pictures missed the back wall. The NAIC tells claimants to photograph losses, save damaged items, and keep receipts for temporary repairs, because those scraps become the file the adjuster works from. Google’s insurance claims reference architecture describes the same stage from the carrier side: ingest documents, classify them, analyze images, and segment claims for the next action (content.naic.org), (cloud.google.com)). Validation is where the file stops being a story and starts being a test. Did the policy cover this kind of loss on that date? Does the damage match the reported event? Are there signs of fraud, duplication, or missing facts? The Institutes, which trains claims professionals, lists investigation, documentation, fraud prevention, and final claims determinations as core claims skills. Google frames the same checkpoint as claims assignment and analysis, where submitted documents and images are reviewed so the carrier can separate straight-through claims from the ones that need a human investigator (web.theinstitutes.org), (cloud.google.com)). Assessment follows validation, and this is where delays get expensive. An adjuster inspects damage, estimates repair cost, weighs liability, and decides whether more expert input is needed. The NAIC says the adjuster documents the loss so the insurer can determine the settlement amount. The Insurance Information Institute notes that the first payment is often only an advance, not the final number, because hidden damage or additional documentation can change the total later (content.naic.org), (iii.org), (iii.org)). Settlement is the part customers remember, but it depends on every earlier handoff. III explains that claims may be paid in multiple checks, that mortgage lenders may need to endorse repair payments, and that a claim can be reopened if more damage is found. Even a “simple” settlement can involve the structure, contents, temporary living expenses, depreciation rules, and a lender’s escrow process. By the time money moves, the claim is no longer one decision. It is the accumulated result of dozens of smaller ones (iii.org), (iii.org)). That is why the five-step map is so handy for anyone selling data, evidence, or triage tools into insurance. It shifts the pitch away from vague promises about “AI for claims” and toward a simpler question: at which handoff does the file break? If the problem is notification, the product should reduce abandonment and missing fields. If it is information gathering, it should pull in cleaner photos, documents, and third-party records. If it is validation, it should surface inconsistencies and route suspicious files. If it is assessment, it should cut reinspection and estimate drift. Carriers are buying against those bottlenecks because manual touches, leakage, and fraud are expensive; Google cites industry estimates of billions lost to claims leakage and fraud, and a growing stack of claims-tech systems is built around reducing exactly those points of rework (cloud.google.com), (verisk.com), (deloitte.com)).