Case Study

AI Agents, On the Clock Before the Office Opens

Hours of Manual Triage, Eliminated: A Digital Workforce for Momentum’s Insurance Agencies

5

Coordinated Claude Managed Agents deployed per agency 

30%

reduction in resource hours

24/7

Unattended, scheduled agent runs 

01 - Client

Industry
Insurance technology / Independent agency management (Agency Management System)
Profile
Momentum — the third-largest Agency Management System (AMS) platform in the U.S.
Footprint
Thousands of independent insurance agencies on Momentum’s AMS platform, nationwide U.S.

02 - Challenges

Independent agencies on Momentum’s platform were losing their most valuable resource — skilled human time — to low-value repetitive work. 

  • Office managers manually triaged expiring policies every Monday — sorting by premium size, building lists, exporting to Excel — before any revenue-generating work could begin. 
  • Skilled agency staff were pulled into low-skill busywork instead of negotiation, empathy, and client trust-building — the work they were actually good at. 
  • Agency growth was capped by how many hours a small team could spend on manual triage, leads, billing, and service requests before reaching revenue-driving work. 
  • Every agency on the platform was solving — or failing to solve — the same operational bottleneck independently, with no standardized approach. 

03 - arieotech Solution

arieotech and Momentum embedded a full digital workforce directly into the agency’s daily workflow — specialized agents that behave like teammates, each owning a distinct part of operations. 

  • Office Manager Agent — runs Monday morning triage automatically: scans the book of business, flags expiring policies, ranks by premium size, and delivers a prioritized worklist. 
  • Sales Agent — triggers outbound voice-AI calls to policyholders about renewals or new quotes based on agency-configured rules, so outreach starts the moment it’s needed. 
  • Account Manager Agent — owns the renewal lifecycle for existing accounts, tracking cycles and generating new quotes before the conversation even happens. 
  • Customer Service Agent — handles the volume of routine inbound questions agencies field every day, resolving what it can and routing anything that needs a human touch. 
  • Service Request Agent — processes and routes operational requests, such as endorsements, certificates, and documentation, without a person manually tracking each one to completion. 

Built on: Claude Managed Agents, deployed as 5 coordinated, customizable agents per agency — with outcome-driven execution, native auditability, and multi-agent orchestration. 

04 - Tech Stack

Technology choices were driven entirely by what a regulated, PII-heavy AMS workflow needed to run safely and scale — the emphasis stays on the business outcomes above. 

latform / AMS 

Momentum Agency Management System (AMS) 

Agent Orchestration

Claude Managed Agents — 5 specialized agents (Office Manager, Sales, Account Manager, Customer Service, Service Request) handing off work automatically

Voice AI / Outreach

Automated, rules-triggered outbound voice-AI calls for renewals and new-business quotes 

Analytics & Auditability 

Native session tracing, decision inspection, and debugging built into the Claude Platform 

Cloud / Infra 

Anthropic-hosted APIs — compute (“brain”) and tool execution (“hands”) scale independently as transaction volume grows

Security / Compliance

Sandboxed tool execution and built-in authentication for handling policyholder PII, SSNs, and claims data

05 - Outcomes Delivered

  • 30% reduction in resource hours due to end-to-end automation of multi-step service requests including endorsements and documentation as agents come equipped with conversation state and a preserved context
  • Instant Monday-morning triage — the full book of business scanned and prioritized worklists delivered with no manual export or spreadsheet-building. 
  • Rules-triggered voice-AI outreach that starts renewal and new-business conversations the moment a policy is flagged.  

06 - Business Benefits

  • Hours reclaimed every week as manual Monday triage — list-building, sorting by premium, exporting to Excel — becomes instant. 
  • Greater staff time redirected to renewals, complex service, and the client trust-building that actually drives retention. 
  • Lean agencies now operate with the throughput of much larger teams — without adding headcount — on a model Momentum can deploy across every agency on its platform.

Ready to explore similar outcomes for your business?

Write to us at hello@arieotech.com 

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