Analyze ageing of agency policy-change service requests

A policy-change request can be received, awaiting client information, submitted to a carrier and completed on different dates. A transaction ledger may show only the final endorsement. An agency reviewing service delays needs request evidence and wait-state labels rather than inferring the process from premium movements.

Define the data before the metric

One row represents: one client service request at a dated snapshot, with linked milestones and financial transactions where known.

Useful fields: Request ID, client ID, term ID, received date, complete-information date, submitted date, completion date, current wait state, snapshot date and request type.

Define the clock start and day basis. Report open age bands and completed turnaround separately. Distinguish waiting for client information, waiting for carrier response and internal processing where the source supports it. A request with missing status belongs in an unknown bucket, not automatically an internal delay.

Worked example

The following records and amounts are invented to show the method. They are not customer results, industry benchmarks or a forecast of Covirage performance.

The oldest request is C, but the record attributes its current wait to a carrier response. B's 12-day age includes a client-information wait. The report can prioritize review while avoiding a blanket claim that all aged cases represent agency inaction. D first needs better status evidence.

Use the result in a review

1. Review the oldest and most material requests with the responsible service staff to confirm their status.
2. Separate elapsed age from active staff effort when discussing workload.
3. Compare request types and evidence quality before setting expectations from completed-case averages.

Checks before publishing

• Do not count each endorsement transaction as a separate request when several transactions resolve one request.
• Verify that completed requests leave the open snapshot according to a consistent rule.
• Check date order, reopened cases and unknown states instead of defaulting missing values to zero days.

Where this analysis can mislead

A status log can be incomplete, and an analytical request age does not determine coverage or contractual service obligations. This guide describes a report using existing records, not an automatic workflow or task-management feature.

Explore this question with your own data

Bring a small, authorized sample to Covirage for insurance agencies and brokers. Use the sample to discuss the fields and views your business needs. A dashboard or AI analyst can help explore this question when the required data and definitions are available; missing records still need to be resolved.

Upload sample data to check its structure. Keep unnecessary personal, claims and policyholder details out of an initial sample. The sample check does not establish that every analysis in this guide is available automatically.

Related guides

• Estimate client servicing contribution from agency time records
• Plan renewal workload using effort bands instead of policy counts
• Commercial insurance broker KPIs

Reference context

These references provide terminology or governance background. The worked example and proposed review method above are original illustrations, not prescribed industry standards.

• Insurance terminology
• Insurance data context