Independent agencies
AI for independent insurance agencies
For an independent agency, the useful test of AI is one real servicing task that crosses your agency management system (AMS), email and several carriers, with a named owner and a clear definition of done. Start there, not with a broad platform demo.
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 agency workflowsOn this page
- Why independent agencies need a specific test
- Name the owner for each kind of decision
- Example: one request, three sources, one queue
- Plan a first pilot
- Measure accepted work, not activity
- Keep trial access narrow
- Test the awkward cases
- Bring your own operating example
- The recommendation
- Related pages
- Frequently asked questions
Decla is an AI workforce for insurance agencies, designed around existing systems and agency-specific procedures. This page helps you scope that first test: who owns each step, what to plan, what to measure and how to keep access narrow.
Why independent agencies need a specific test
Independent agencies represent more than one insurance company (Trusted Choice: About). One client request can therefore touch your AMS record, an email thread and two carriers with different requirements. The question is whether a tool can handle the handoffs between them, not whether it can summarize one document.
The Big “I” Agents Council for Technology (ACT) identifies portal access and inconsistent processes as adoption obstacles in its 2026 report. So start with work your team already owns, such as a renewal awaiting information, an endorsement request awaiting a carrier response or a policy document awaiting review, and define the finish line before choosing automation.
Sources
- Trusted Choice: About — accessed
- 2026 report — accessed
Name the owner for each kind of decision
- Agency principal or operations lead: chooses the task, permitted sources, review owner and escalation path, and names the record that holds the accepted account information.
- Customer service representative (CSR) or account manager: connects the request to the right account and policy, and tracks missing information, carrier replies and the next action so a teammate can pick up the file.
- Producer or designated qualified reviewer: handles coverage questions, placement choices and client-facing recommendations, and decides which communications or system changes need approval under agency procedure.
Example: one request, three sources, one queue
Take one servicing request: a client emails a location change. The account has policies with two carriers. The agency management system (AMS) still shows the old location, and one carrier has requested more information.
Ask any vendor to walk through these handoffs with permitted test data. A polished summary does not show that the underlying action happened.
| Step | Source to inspect | Owner | Output or stopping point |
|---|---|---|---|
| Confirm the request | Client email and existing AMS account | CSR or account manager | Match the account and affected policies; clarify the requested effective date. |
| Resolve conflicting details | Client request, AMS record and carrier requirements | CSR, escalating to producer | List the discrepancy and missing details; do not silently overwrite the accepted record. |
| Review the next action | Affected policies and the proposed carrier or client message | Designated reviewer | Approve scope and wording; route coverage questions to qualified review. |
| Track each carrier separately | Carrier reply or submission acknowledgment | Account manager | Keep a separate open item per carrier. An acknowledgment is not confirmation of a policy change. |
| Close the servicing loop | Accepted carrier response and agency procedure | Account manager | Record the outcome, source and client follow-up; keep unresolved items open. |
Plan a first pilot
Keep the first pilot to one workflow. Fill in this plan before the first run, using permitted or sanitized test data.
In our onboarding work with agencies, the first run depended as much on preparation as on the tool: whether the mailbox, AMS access and carrier logins were ready, who owned the run, and whether it landed in a busy renewal week. That is why the plan below names every prerequisite and an owner before the first run.
| Plan item | What to specify | Your entry |
|---|---|---|
| Workflow and unit of work | One repeatable item, such as one endorsement request, and its finish line. | |
| Responsible user | The person who starts and tracks each item. | |
| Reviewer | The person who approves outputs and keeps decisions reserved for qualified review. | |
| AMS access | Which records are read or changed, which record holds the accepted information, and the account used. | |
| Mailbox access | Which mailbox or folder is used, whether it is a dedicated test mailbox, and who grants access. | |
| Carrier portal access | Which carriers and screens, the most limited login available for each, and who owns each credential. | |
| Documents and templates | Which template, which document folders, and whether access is read-only or read-write. | |
| Trigger and first run | What starts the work, whether the first run is manual, how many items it covers and who watches it. | |
| Expected output | For example, a draft summary, a proposed record change or a draft message, and the state it should end in. | |
| Final record location | Where the accepted result belongs, such as an AMS activity note or a carrier confirmation file. | |
| Success measure | Accepted completed outputs and correction effort per output, defined before the run. | |
| Review period | Start date, end date and who reviews the results. |
Measure accepted work, not activity
Count accepted, completed outputs over the review period, and the correction effort each one needed. Task starts, procedure views and seat counts show activity, not accepted work. Issued policies and confirmed binds are separate business outcomes; report them on their own rather than folding them into usage numbers. The ROI calculator turns accepted work and correction time into a capacity and cost comparison.
Keep trial access narrow
Grant the pilot only the document folders, mailboxes and carrier logins the one task needs. Ask whether access can be limited to exactly those, then verify the current behavior in your own environment before relying on it.
Keep two kinds of evidence apart:
Documents to request from the vendor. These describe controls; they do not demonstrate them.
- Security documentation for the service.
- How credentials are stored, and who can reach them.
- How instructions found inside documents or emails are kept separate from the task instructions.
Tests to run yourself on the pilot scope. These show behavior only for what you actually tested.
- Which account performed each step, and where that is recorded.
- Which folders, mailboxes and records the test account could reach, including one you did not grant.
- Which actions the test account could take in each carrier login.
- Whether an action your configured policy requires a person to approve actually waited for approval. Use a request designed to trigger it.
Test the awkward cases
ACT’s AI vendor evaluation guide asks about workflow customization, system integration and human oversight. Turn those questions into an acceptance test for your agency:
- A carrier session expires: show the blocked step, who restores access and how work resumes without a duplicate submission.
- Email and AMS details disagree: show the conflict and who decides which information to accept.
- Only one carrier responds: keep the other carrier's open item and its owner.
- A teammate is absent: show the task history and the handoff to the substitute reviewer.
- A record update is proposed: show the target record, whether the change applied or failed, and the identity that made it.
- A message is proposed: show the sender, recipient, sent status and final edited version.
Sources
- AI vendor evaluation guide — accessed
An available connector is not proof that any of these actions works; ask to see the result.
Bring your own operating example
Bring your filled-in pilot plan to a conversation with Decla, along with a sanitized request, your agency procedure and the exception that usually sends work back to a CSR. Test a successful case and a blocked case, and compare what you observe with your acceptance criteria. A useful evaluation ends with an agreed boundary: what can be prepared, what can be executed, what needs approval and what stays with your team.
The recommendation
Pick one servicing task that crosses your AMS, email and at least two carriers. Fill in the pilot plan with an owner for every step and every login, measure accepted outputs and correction effort, and run the awkward cases before you widen access.
Frequently asked questions
How should an independent insurance agency evaluate AI tools?
Test one real servicing task that crosses your agency management system (AMS), email and several carriers, with a named owner and a clear definition of done. Start there, not with a broad platform demo.
What is Decla?
Decla is AI software for independent insurance agencies and brokerages. It connects to your AMS, email and carrier portals and does back-office work inside them. Your team reviews the work before it goes out.