Agency record responsibility
Copy / share
For AI agents
How insurance AI works alongside an agency management system
Keep your agency management system (AMS) as the system of record, and judge an artificial intelligence (AI) execution layer record by record. Decide which records your agency treats as authoritative, then test whether an allowed task produces the exact reviewed change in those records. Count a change done only when you read the saved value back.
Talk through your agency's workflows
See Decla with your team
Book a demo to walk through how Decla fits the day-to-day work your agency team handles, and where to start.
Discuss your AMS workflowOn this page
- Keep record ownership explicit
- Map each record type before a test
- Ask which interface each step uses today
- Define the task at field and record level
- Worked example: one matched field, two unfinished components
- Ask what remains your team's responsibility
- Source context
- Related pages
- Frequently asked questions
In practice that means knowing, for each record type, what can be read or written, through which interface, under whose permission, and how a saved value is checked by reading it back.
Keep record ownership explicit
Start with one task: update a customer contact role, add a policy-specific note and record the next activity. Identify the existing customer, policy period and activity destination separately; a customer match alone does not select the right policy.
Assign an owner to the source facts, an authority for the permitted operation and a reviewer for the proposed change. The execution layer may coordinate a task only within the actual interface and grants available. Confirm each field and operation rather than infer compatibility from a provider listing. The agency still decides which stored record and external source govern the next use.
Map each record type before a test
Fill in one row per record type your task touches. Leave a cell blank until you have evidence for it, and note the account, role and date behind each answer. "Documented" is not the same as "available to your account": a capability in a vendor document may not be exposed to your license, role or interface.
| Record type | System of record | Read | Write | Interface (API, browser, file, none) | How the saved value is read back | Evidence and date verified |
|---|---|---|---|---|---|---|
| Customer contact | ||||||
| Policy record and term | ||||||
| Attachment or document | ||||||
| Activity or note | ||||||
| Certificate |
Agencies evaluating AI with us ask about each of these record types separately. In our integration work, attaching a file and updating the record behind it have also come up as separate operations with separate limits, so give each its own row and test each one.
Write access to a record is not authority to issue a certificate, change coverage or bind; those decisions stay with the people your agency authorizes. For licensing prerequisites and a vendor-by-vendor version of this matrix, use the buyer's guide.
Ask which interface each step uses today
An agency has asked us exactly this, step by step: which parts run through an API, which through a browser, and which are only planned. The same task can mix interfaces: one step through an API, another through a browser session, another by file. Ask for each step, record the date, and treat anything described as planned as unavailable until it is verified the same way.
| Workflow step (example) | Interface used today | Interface described as planned | Date verified |
|---|---|---|---|
| Find the customer, policy and term | |||
| Update a customer field | |||
| Add a policy note or attachment | |||
| Record the next activity |
Define the task at field and record level
Match the existing records.
Use agency-approved identity evidence to select the customer, policy and term. Record current values with their source edition. Hold a duplicate or wrong-period match before proposing an operation. Owner: agency data owner.
Review a narrow change plan.
List only the fields to change, the requested values, source references and operations allowed. Separate an omitted field from an intentional clearing instruction; verify the specific interface semantics. Review the exact plan edition and acting identity. Where your agency's policy requires approval for a record change, name the approver and hold the change until that approval is recorded. Owner: source owner, permission authority and task reviewer.
Reconcile each result.
Keep proposed, attempted and returned states distinct for each record. For each write, record the target record, the applied or failed result and the acting identity, then read the destination through authorized access and compare its identity, term and relevant values with the reviewed plan. One matching customer field does not verify a policy note or activity. Owner: authorized operator and record reviewer.
Hand off the unresolved component.
Name the receiving owner, unresolved operation and evidence needed. Check prior attempts before retrying a change. Decide how dependent work should proceed when a component fails; do not assume a bundle rolled back or repeat already-matched changes. Owner: investigation owner and receiving account team.
Worked example: one matched field, two unfinished components
Take one sample task for Customer A and policy A, 2027 term.
| Stage | Source and proposed change | Attempt and returned state | Destination check | Next owner and disposition |
|---|---|---|---|---|
| Plan, edition 1 | Customer A; policy A, 2027 term. Set contact role to Renewal; add a policy note; record a next activity that depends on both. | Plan prepared; no action yet. | Current customer, policy and activity references selected for review. | Task reviewer: review the exact fields, sources and allowed operations. |
| Note source changes | A revised source changes the requested note wording before any action. | The edition 1 review cannot release the revised note. | No saved change inferred from receiving the source. | Source owner: clarify wording. Reviewer: review a replacement plan. |
| Plan, edition 2 (separate) | Its own matched records, current sources, field plan and operation grants; review covers all three proposed operations. | Attempts begin only under this edition's own clearance, not edition 1's. | Each destination still needs its own comparison. | Authorized operator: keep attempts and results per component. |
| Customer contact role | Edition 2: role Renewal. | Update attempted; the response acknowledges this component. | Customer A reads Renewal; this field alone matches the plan. | Record reviewer: accept the customer-field result only. |
| Policy note | Edition 2 note for policy A, 2027 term. | Attempt returns a failure. | Matching note readback unavailable; whether it saved is unresolved. | Investigation owner: check the failure and permitted destination before deciding on a retry. |
| Dependent activity | Depends on the customer and policy-note changes. | Not attempted; receiving team accepts investigating the policy note. | No activity saved; full-task completion not established. | Receiving account team: resolve the policy-note result before releasing the activity. |
Ask what remains your team's responsibility
Use this record-by-record plan to compare an execution layer with your existing AMS workflow. Ask who maintains source mappings, handles changed editions and owns incomplete results. If the available operation only prepares an artifact, define acceptance around that artifact; a separate authorized person must own any later record change. Start with one sample task: fill in the record map, ask which interface each step uses today, and accept a change only when it reads back correctly from the AMS.
Source context
The Agents Council for Technology (ACT) 2026 technology-trends landing page recommends starting with workflows, written AI governance and role-based training. A record map for one workflow is a concrete way to begin. Checked October 6, 2026.
Sources
Discuss your AMS workflow — bring one task, your completed record table and a safe sample.
Frequently asked questions
Does an AI tool replace my agency management system?
No. Keep your AMS as the system of record, and judge an AI execution layer record by record: decide which records your agency treats as authoritative, then test whether an allowed task produces the exact reviewed change in those records. Count a change as done only when you read the saved value back.
Does Decla replace our AMS?
No. Your AMS stays your system of record. Decla reads from it for context and writes back the updates your team would otherwise make by hand, like activity notes and attachments, with your approval.