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Currently available for select engagements

Hire AI Agent Developer for Insurance Agencies
Senior, direct, no layers

Practical ai agent developer help for insurance agencies: policy servicing, renewals, and new-business follow-up done properly, on the systems you already run.

Direct
Working Relationship
Senior-only
Delivery
Fixed scope
Agreed Upfront
No layers
Communication
Insurance Agencies — AI Engineering & Applied AI

A senior ai agent developer for insurance agencies

An insurance agency lives or dies on follow-up. Quotes go out, renewals come due, endorsements pile up, and every one of those moments is a chance to keep a client or lose one to a competitor who called back first. Most agencies know this, yet the work still runs on memory, spreadsheets, and inboxes, because the agency management system was set up years ago and nobody has owned it since.

That gap shows up in very specific places: renewal lists worked too late, cross-sell opportunities nobody noticed, certificates and documents chased by email, and producers spending their day on admin instead of conversations. The agency does not need more software. It needs someone who can make the systems it already pays for do the follow-up work, and build the missing pieces around them without breaking how producers actually work.

An AI agent developer builds agents that do multi-step work: reading your tools, following your rules, completing a task, and escalating to a human when confidence is low or the stakes are high. The engagement is senior-only and direct: you work with Omer, the scope is agreed before build, and the work is judged on what changes in policy servicing, renewals, and new-business follow-up — not on hours logged or deliverables counted. Book a free discovery call and we will test the fit before any scope is agreed.

What you get

What this engagement covers for insurance agencies

  • Support and triage agents — Agents that answer routine questions from your own content and route the rest to the right person with full context attached.
  • Workflow agents — Agents that run multi-step policy servicing, renewals, and new-business follow-up: gathering information, updating records, and drafting follow-ups for staff approval.
  • Tool use with guardrails — Function calls into Applied Epic, your CRM, and messaging tools, with permissions, rate limits, and refusal rules so an agent cannot act recklessly.
  • Grounded answers — Retrieval over your documents and policies, so the agent cites your sources instead of inventing answers.
  • Escalation design — Clear rules for when the agent stops and hands over, including low confidence, high value, and anything the rules do not cover.
  • Observability — Conversation logs, cost per conversation, and failure review, so the agent improves weekly instead of drifting.
Systems that insurance agencies actually run

Built for the stack you already pay for

Agencies in this market typically run on an agency management system such as Applied Epic or Vertafore AMS360, with EZLynx for comparative rating, plus a CRM or marketing tool such as Salesforce, HubSpot, or AgencyZoom for follow-up. Documents move through DocuSign, phones through RingCentral or a similar VoIP system, and carrier downloads arrive through IVANS. Any new build has to respect that stack: it reads from the management system where possible, writes back cleanly, and never creates a second, conflicting copy of client data.

Agents here are built on your existing stack: Applied Epic and Vertafore AMS360 for records and workflows, your CRM for follow-up, and your helpdesk or messaging tools for the human handoff, all behind explicit permissions.

That discipline matters because the failure mode of outside help is usually a new tool nobody maintains. Work that lives inside Applied Epic and your CRM survives the engagement; work that lives in a separate spreadsheet or dashboard dies the week the engagement ends. Every build here is therefore judged on whether your team can run it afterwards without the person who built it.

How it works

From kickoff to delivery for insurance agencies

  1. Pick one agent, one job

    Choose a single task where your team spends hours, and define its success metric before any building starts.

  2. Connect data and tools

    Wire the agent to your docs and to Applied Epic or your CRM, and set the guardrails and escalation rules.

  3. Evaluate on real conversations

    Run a test set built from actual cases, fix the failures, and prove accuracy and cost before launch.

  4. Launch to a slice, then expand

    Go live to part of the workload, review logs weekly, and widen scope only on evidence.

Realistic outcomes

What success looks like, honestly

For an agency, a realistic outcome is not a vague promise of growth. It is renewals worked on time, quotes followed up within a day, documents collected without chasing, and producers spending more of their week on conversations that close. Those are the results worth measuring, and they are measured in the agency's own numbers: renewal retention, quote-to-bind time, and hours returned to producers each week.

  • Outcome 1 — Routine policy servicing, renewals, and new-business follow-up handled without staff touching every case, with escalation quality tracked.
  • Outcome 2 — Faster first responses, with the full conversation history attached when a human takes over.
  • Outcome 3 — Cost per conversation visible from launch, so the agent's value is a number, not a claim.

No prices, guarantees, or client results are promised on this page, because the honest answer depends on your starting point: the state of your systems, the quality of your data, and how much of policy servicing, renewals, and new-business follow-up is actually broken today. The discovery conversation exists to establish that baseline before any commitment is made.

Why Omer

Why hire Omer

  • Senior-only delivery: You work directly with Omer on your insurance agencies engagement, not through account managers or a handover chain.
  • Built on your stack: Applied Epic, Vertafore AMS360, and your CRM — not a parallel tool nobody maintains.
  • Measured on outcomes: Success is judged on policy servicing, renewals, and new-business follow-up improving in your own numbers, not on activity delivered.
  • No lock-in theatre: Your systems, data, and documentation are handed over in full, so you are never held hostage by one engagement.
  • Direct communication: A core overlap window agreed before kickoff, with launches and incidents covered in your business day.
FAQ

Questions, answered

What does a ai agent developer actually do for insurance agencies?
An AI agent developer builds agents that do multi-step work: reading your tools, following your rules, completing a task, and escalating to a human when confidence is low or the stakes are high. In practice, that means help with policy servicing, renewals, and new-business follow-up, working with agency owners and producers directly.
Will this work with Applied Epic and Vertafore AMS360?
Work is built around your existing stack. Applied Epic and Vertafore AMS360 are treated as systems of record: new work reads from them where possible and writes back cleanly, rather than creating a parallel copy of your policy, claims, and client records. Where an integration is not available or not justified, the workflow is designed so staff are not left doing double entry.
What about regulation and compliance for insurance agencies?
Insurance is regulated state by state, and producer licensing, carrier appointment rules, and advertising requirements vary. Nothing on this page is legal or compliance advice; regulated wording, disclosures, and producer-facing claims are checked against your state's rules and your carriers' guidelines before anything goes live.
How is an agent different from a chatbot?
A chatbot answers. An agent acts: it uses tools, follows multi-step rules, and completes work, escalating to a human when confidence is low or stakes are high. The difference is measured in tasks completed, not messages exchanged.
How do we start?
With a discovery conversation about the work, the systems involved, and the outcome you want measured. Scope is agreed before any build starts — book a free discovery call, email omermuneer@gmail.com, or message on WhatsApp.
Currently available for select engagements

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