Understand Custom AI Automation Pricing for Your Brokerage

Most small insurance agencies rely on their Agency Management System for process automation. Platforms like Applied Epic, Vertafore, or HawkSoft are excellent systems of record, but their automation capabilities are often limited to internal task management and reminders. They cannot log into a carrier's agent portal, pull updated policy documents, or compare quotes from external sources. This leaves your team stuck with high-volume, low-value manual work.

Consider an account manager handling a commercial lines renewal. They need updated quotes from three specialty carriers, none of which integrate directly with the AMS. The manager must log into three separate web portals, manually re-enter dozens of ACORD form fields for each one, and then copy-paste the results into a spreadsheet for comparison. This process takes over 45 minutes of focused work per client and carries a high risk of data entry errors that can lead to inaccurate quotes and client dissatisfaction.

The structural problem is that AMS platforms are designed as closed data ecosystems. Their APIs are built for syncing data with other compliant systems, not for executing complex interactions with external websites that lack modern APIs. They function as protected databases with workflow triggers, not as flexible automation engines capable of performing browser-based tasks. This architectural design makes it impossible for them to solve the last-mile problem of interacting with the broader carrier landscape.

The first step is a detailed audit of your highest-impact workflows, such as claims triage, policy comparison, or renewal processing. Syntora would map every carrier portal your team uses, identifying which have available APIs and which require browser automation. From this audit, you would receive a concise scope document detailing the proposed architecture for one key workflow, establishing a clear timeline and set of deliverables.

The technical approach would use specific tools for specific jobs. For claims triage, a Claude API endpoint would parse unstructured First Notice of Loss (FNOL) emails and PDFs to extract key data points. A lightweight FastAPI service would then score the claim's severity and route it to the correct adjuster by making an API call to your AMS. For policy comparison, browser automation scripts running on AWS Lambda would fetch data from carrier portals, with all normalized data stored in a Supabase database for consistent reporting. Syntora has built similar document parsing pipelines for financial services firms; the pattern applies directly to insurance documents.

The delivered system consists of private, secure API endpoints that plug into your existing AMS. There is no new user interface for your team to learn. An automated FNOL report would simply appear as a new, correctly assigned task in Vertafore within 60 seconds of the email's arrival. You receive the full source code, a maintenance runbook, and a system built to be owned and operated by you.