# Which insurance automation decisions need human review

Original article: https://decla.com/guides/insurance-ai-human-review

Text version: https://decla.com/guides/insurance-ai-human-review/llms.txt

## Section outline

- [Separate factual checks, judgment and action authority](https://decla.com/guides/insurance-ai-human-review#scope)
- [Four checks for a meaningful review decision](https://decla.com/guides/insurance-ai-human-review#method)
- [Worked dispositions: wording accepted, other decisions open](https://decla.com/guides/insurance-ai-human-review#example)
- [Return the unresolved decision to an accountable owner](https://decla.com/guides/insurance-ai-human-review#handoff)
- [Policy context is separate from configured controls](https://decla.com/guides/insurance-ai-human-review#sources)
- [Frequently asked questions](https://decla.com/guides/insurance-ai-human-review#faq)

Use human review where a task needs interpretation, unresolved-source decisions or authority that preparation alone cannot establish. Define what the reviewer accepts: facts, wording, recipient, artifact edition and proposed action. A useful disposition says what may proceed and what remains open.

## Separate factual checks, judgment and action authority

For an agency account team, reviewing a drafted missing-information email is a different decision from interpreting a policy condition or allowing a record update. Check cited facts against their source periods. Assign insurance interpretation to the professional responsible for that decision in your agency; do not treat a preparer’s wording check as their determination.

Keep the reviewer’s decision separate from the acting identity’s permission. Someone may accept a sentence without authorizing a send, approving a new recipient or granting access to a system. Decide the applicable review responsibilities from the actual agency procedure, task and agreements rather than a universal software default.

## Four checks for a meaningful review decision

1. Name the question for the reviewer (Owner: Task owner)

   Specify whether the request concerns a fact, an interpretation, communication wording or a proposed action. Include the intended recipient and next use, plus the owner responsible for an unresolved decision.

2. Provide the edition and open evidence (Owner: Preparer and source owner)

   Attach safe source references, periods, artifact edition and proposed changes. Make unknown facts visible. A complete-looking draft should not hide the missing input the reviewer needs.

3. Record a scoped disposition (Owner: Task reviewer)

   State accepted, returned for correction or held for evidence. Name the exact content and action edition covered, remaining conditions and reviewer. Avoid a bare approved label that could be reused for another destination.

4. Check changes and the receiving scope (Owner: Receiving owner and action owner)

   Return changed facts, recipients or actions for a relevant new disposition. Have the receiving colleague accept the remaining task. If an action is later allowed, compare its result with a separate destination observation.

## Worked dispositions: wording accepted, other decisions open

Illustrative example using synthetic data. R1/D1/S1/F1/W1/I1 and recipient aliases are fictional; no customer message, reviewer credential, configured control or observed action is represented.

| Decision and artifact edition | What is being reviewed | Disposition and remaining boundary | Next owner |
| --- | --- | --- | --- |
| R1 · D1 v1 offline email text | Tone and missing-information question, based on S1 v1 for the requested 2027 term. | Wording accepted for internal preparation. Current recipient and send authority remain unverified. | Preparer: retain those open conditions with D1 v1. |
| F1 returned · source period differs | Attachment covers the prior 2026 term; the question needs the current requested term. | Availability confirmed; current-period fact not verified. Do not replace the unknown with the prior answer. | Source owner: obtain the matching period; reviewer: assess the affected fact. |
| D1 v2 · S1 v2 recipient instruction | A new source names recipient alias R-B instead of R-A. | R1 does not accept the changed recipient. Revised text awaits current recipient/action disposition. | Task reviewer and permission authority: resolve recipient, exact message and allowed action. |
| W1 proposed record-note action | The team proposes storing the reviewed wording in system I1. | New action held; wording acceptance does not establish a record-write grant or persisted result. | Action owner: establish authority and scoped review before attempt; verify any later result separately. |

## Return the unresolved decision to an accountable owner

A review handoff should retain the reviewer, exact artifact/source references, accepted scope and remaining question. In the example, H1 can be accepted as a task to obtain the current-period fact; that does not close the recipient or record-write branches. Record the receiving owner’s response rather than treating routing as acceptance.

- Missing reviewer or expertise: assign an appropriate reviewer or backup; leave the affected judgment unresolved.
- A source changes after acceptance: identify the affected statements and preserve the prior disposition as history.
- Only part of a result is verified: record that part and the unresolved endpoint before further reliance.

## Policy context is separate from configured controls

Decla’s marketing-site Terms section 7.2 assigns customers responsibility for reviewing, verifying and approving generated content before use, submission or reliance. The page displays an August 26, 2026 effective date and a v2.1 footer that refers to superseded April 21 terms. It says a conflicting signed master services agreement (MSA) controls. This is company policy wording, not proof of a task’s deployed review control or a legal determination for your agency.

The Agents Council for Technology (ACT) 2026 Tech Trends landing page recommends written governance and structured role-based training. These support defining responsibilities, not a universal approval rule. Both public bodies were checked October 6, 2026; ACT’s report label does not establish a publication date.

Sources:

- [Decla marketing-site Terms — section7.2 and agreement context](https://decla.com/terms) — accessed 2026-10-06
- [ACT Tech Trends — governance and training context](https://www.independentagent.com/technology-trends-report/) — accessed 2026-10-06

## Frequently asked questions

### Which insurance automation decisions need human review?

Use human review where a task needs interpretation, unresolved-source decisions or authority that preparation alone cannot establish. Define what the reviewer accepts: facts, wording, recipient, artifact edition and proposed action.

### Does using AI create errors and omissions (E&O) risk for an agency?

AI can change where a mistake happens without changing who is responsible for the work. Keep a named reviewer for client-facing output and record what was reviewed. Ask your E&O carrier or advisor how your policy treats AI-assisted work.