You know when the claim closed. Not where it waited.
Cycle time, leakage and combined ratio are measured everywhere in an insurer. The path a claim actually took — how many hands, how many times it went back, and how long it sat between them — is written down in fragments across claims, policy, document and payment systems, and reassembled by nobody.
1Why
Claims data is complete. The claim journey is not.
Insurers hold more structured data per case than almost any other industry. What they do not hold is a single record of the case moving — because no system owns the whole of it, and the gaps between systems belong to no one.
Every system is honest about its own leg
Intake records the notification. The claims platform records the assessment. Document management records what arrived and when. Payments record the settlement. Each is accurate. None describes the journey.
Waiting has no owner, so it has no measure
A claim sitting between the adjuster and the medical reviewer is not in anyone's queue report. It is between two of them. That time is real, it is often the majority of the cycle, and it is invisible in every dashboard the business already has.
A reopened claim looks like new work
Reassessment, additional information requests, reopened files and reissued payments all register as activity in the system that recorded them. Only end to end does the pattern become visible as the same claim being handled two or three times.
The claim was worked for days. It was open for weeks.
Elapsed time on one claim
Cycle time is reported as one number. It is almost always made of two very different things, and only one of them responds to hiring more adjusters.
Illustrative shape of a common finding, not client data. The split between working time and waiting time is measured from your own records.
2Where
Where it shows up in an insurer
Claims is the obvious place to start and usually the most valuable. It is not the only process where execution and design have drifted apart.
Claims operations
Where cycle time, leakage and customer experience are decided.
- First notice of loss and claim intake
- Coverage verification and triage
- Assessment and adjuster assignment
- Medical, legal and vendor review
- Adjudication and approval
- Settlement and payment
- Recovery and subrogation
- Reopened claims and disputes
Enterprise processes across the business
Where cost, compliance standing and growth are decided.
- Customer and broker onboarding
- Underwriting and policy issue
- Premium billing and collections
- Fraud detection and investigation
- Procure to pay
- Risk and regulatory reporting
- Customer service and complaints
- IT operations and ontology mapping
3How
How RE-ViVE gets there
No new instrumentation, no data warehouse programme and no curation layer to build first. Four steps, from access to a live view.
Point at data you already keep
Status histories, workflow logs and audit trails in the systems you already run. If a record carries a case identifier, an activity and a timestamp, it is enough.
Reconstruct the case, not the table
Records from separate systems are linked back into one case — a single claim followed across everything that touched it, in the order it happened.
Compare designed against actual
The process as it was intended, set against every path it really ran. Variants, rework loops, waiting time and team differences are counted rather than estimated.
Keep watching
The view refreshes as the data does, so drift shows up as it happens instead of surfacing in the next review cycle.
4What
What becomes visible
Not a score or a maturity rating. The actual behaviour of your claims process, in units your claims leadership and actuarial teams already argue about.
How much of the cycle was someone doing something, and how much was the claim sitting between two teams or two systems.
Files that went round twice — reassessed, reopened, corrected or reissued — separated from files that went round once.
Where the claim crossed a boundary between adjuster, reviewer, vendor and payments, and what each crossing cost in elapsed days.
How many distinct paths one claim type actually runs, and which of those paths carry the delay and the cost.
The steps where discretion, manual override or missing information consistently moves the settled amount away from the assessed one.
Which open claims are drifting towards a service or regulatory deadline while there is still time to intervene.
Three fields decide whether your data can answer this
Start with one claim type, not the whole book
Pick the line of business where cycle time costs you the most. We will tell you, before any commitment, whether the data you already hold can reconstruct it — and what you would see if it can.