See the whole floor on one screen.
Weekly reports describe a business that has already moved on.
Est. deploy 4–6 weeksSee the walkthrough
Operations & Reporting · Insurance
Show the oldest service requests before they age.
Small policy service tasks wait unnoticed.
For: Agency operations managers and the team responsible for operations & reporting in insurance.
01 · The outcome
What good looks like.
The team has a manager-reviewed service backlog with accountable owners, with source evidence and an explicit approval before any external action. Track requests past their service deadline against a baseline; do not assume automation improves it.
A connected workflow that uses request timestamps, assigned staff, request category, and due dates to rank overdue tasks by explicit SLA rules and flag items requiring licensed review. It produces a manager-reviewed service backlog with accountable owners.
Where AI helps, and where a person decides.
AI can rank overdue tasks by explicit SLA rules and flag items requiring licensed review. It drafts and organizes; it does not authorize spending, commitments, clinical decisions or customer communication. The agency operations manager verifies the source facts and approves the final action.
Agency operations manager is accountable. People approve customer-facing, sensitive, financial, and legally binding actions.
- Agency operations manager: Capture the source and scope
- Agency operations manager: Review the proposed outcome
- Agency operations manager: Release only the approved version
- Agency operations manager: Check the result and exceptions
A named person approves customer-facing messages, spending, record changes and binding commitments before release. Pre-approved scripts are versioned; exceptions stop for review.
02 · The handoffs
How the work moves.
Every handoff has an owner. Select a step to open or close its detail.
Start when: The daily service queue is refreshed. Connect only request timestamps, assigned staff, request category, and due dates. The agency operations manager confirms the request is authorized and in scope.
Ready when: The source reference, permissions and accountable owner are recorded.
Use the authorized records to rank overdue tasks by explicit SLA rules and flag items requiring licensed review. Preserve the original language alongside the draft and label uncertain fields.
Ready when: Each proposed fact links back to a source, and missing information is visible.
Check a manager-reviewed service backlog with accountable owners against the original records and current policy. Correct errors and escalate exceptions to the qualified specialist; do not auto-approve.
Ready when: Agency operations manager has recorded approval or a reason to hold the item.
After explicit approval, save a manager-reviewed service backlog with accountable owners in the system of record. Send only approved messages to verified recipients. Record the version and prevent duplicate delivery.
Ready when: The approved record is saved; any delivery is confirmed or placed in the retry queue.
Review requests past their service deadline each week, sample completed records for quality, and resolve held items. Change the rules only after reviewing actual errors and staff feedback.
Ready when: Exceptions have owners, the metric has a baseline, and corrective actions are assigned.
Sample record.
$ david run --workflow=insurance-service-backlog
ILLUSTRATIVE RECORD / NOT LIVE CUSTOMER DATA
- Example
- Illustrative only — not a real client record
- Reference
- INSURANCE-SERVICE-BACKLO-DEMO-001
- Trigger
- The daily service queue is refreshed.
- Owner
- Agency operations manager
- Prepared output
- a manager-reviewed service backlog with accountable owners
- Review status
- Awaiting human approval — no external action taken
- Missing information
- Owner to verify source completeness
- Measure
- Requests past their service deadline
Start with your tools.
Connect Agency management system, Carrier portal, Microsoft 365 through approved APIs or controlled exports. Map record identifiers first; test permissions and field updates in a sandbox. Vendor names describe possible connections, not a guarantee of an available integration or license.
When things go wrong.
- A named person approves customer-facing messages, spending, record changes and binding commitments before release. Pre-approved scripts are versioned; exceptions stop for review.
- Use only authorized sources and role-based access. Keep an audit trail of source records, drafts, approvals and delivery status; deduplicate retries.
- If an integration fails, a source is missing or confidence is low, pause the action and assign the original request to the accountable owner.
- For financial or insurance work, a properly licensed professional approves recommendations, coverage, suitability and binding actions. Apply the firm's supervision, retention and advertising rules.
Try this week / no DAVID required
A useful first step.
This week, have your agency operations manager time five examples of this work. Use redacted copies of request timestamps, assigned staff, request category, and due dates to make a manager-reviewed service backlog with accountable owners manually, then list which fields required judgment.
What to measure.
- Requests past their service deadline
- Minutes of human handling per completed item
- Drafts needing substantive correction
- Exceptions unresolved beyond the agreed review window
Estimate your time back.
20.8
$11,232
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