Automate Quoting Across Multiple Carrier Platforms

Most agencies start with the built-in rater in their Agency Management System, like those in Applied Epic or Vertafore. These tools work for standard carriers but often lack integrations for smaller, regional, or specialty carriers. This forces agents back into the carrier portal, defeating the purpose of a single system and requiring them to re-enter client data multiple times.

Third-party comparative raters like EZLynx or Vertafore's PL Rater solve this for personal lines but are less effective for complex commercial policies. They present a fixed data model, meaning if a new coverage option becomes critical, you cannot add it. Their per-seat SaaS licensing model also becomes expensive as your agency grows, penalizing you for adding producers.

A typical failure scenario involves a commercial lines agent quoting a general contractor policy. They can get rates from three national carriers through their AMS rater in five minutes. But for the two specialty carriers that offer the best coverage, they must log into separate portals, manually re-type dozens of fields from the ACORD application, and then copy-paste the results back into their AMS. This fragmentation adds 30 minutes of low-value work and introduces a high risk of data entry errors.

Syntora's approach to building a custom quoting API begins with a thorough discovery phase. We would audit every carrier your agency works with, mapping all data fields required for a quote and identifying which carriers offer documented APIs versus those requiring browser automation. We would utilize httpx for direct API-to-API communication where available and Playwright to build resilient automation scripts for agent portals without APIs. A unified data schema, defined with Pydantic, would ensure consistency across all inputs and outputs.

Next, Syntora would engineer a central API gateway using FastAPI. This service would expose a single, secure endpoint designed to accept standardized quote requests from your AMS. Internally, the service would translate these requests into the specific formats required by each carrier system and manage parallel execution of quote requests.

The system would then aggregate the diverse responses, which commonly arrive in inconsistent formats such as PDFs, HTML pages, or JSON. Syntora has extensive experience using the Claude API to parse and extract key data points like premiums, coverage limits, and deductibles from complex documents (for example, in financial services), and the same pattern applies to insurance documents. These normalized results would be temporarily stored in a Supabase database and returned as a single, clean JSON object, ready for ingestion by your AMS.

For deployment, the FastAPI service would be containerized and deployed on AWS Lambda, providing a serverless, cost-effective, and scalable solution. As a final deliverable, Syntora would build a webhook to push the final, normalized quote data directly into a custom object or note field within your agency management system (such as Applied Epic, Vertafore, or HawkSoft). A typical build engagement for this complexity would span 8-12 weeks, requiring the client to provide API keys, portal credentials, and detailed mapping requirements. Expected monthly hosting costs for a system of this nature are typically under $50.