AI Automation/Financial Services

Integrate Your Insurance Brokerage Software with Custom APIs

Key considerations for API integration are data schema mapping, carrier API reliability, and data security compliance. The process involves building a central service to normalize data between your Agency Management System and carrier portals.

By Parker Gawne, Founder at Syntora|Updated Mar 13, 2026

Key Takeaways

  • Key considerations for API integration are data schema mapping, carrier API reliability, and security compliance.
  • Syntora proposes building a central service using FastAPI and AWS Lambda to connect your AMS to disparate carrier portals.
  • This system would automate policy comparisons, parsing documents with the Claude API to normalize data.
  • A typical integration for 5 carriers would be delivered in approximately 6 weeks.

Syntora designs custom API integrations for small insurance brokerages to automate policy management. The system connects an AMS like Applied Epic to carrier portals using FastAPI and AWS Lambda. A typical implementation automates policy comparison, reducing the process from 25 minutes of manual work to under 60 seconds.

The complexity depends on the number of carriers and the state of their APIs. Integrating with 3 carriers that have modern REST APIs is a 4-week build. Integrating with 10 carriers, where half require browser automation for their portals, requires more complex error handling and a 6 to 8-week timeline.

The Problem

Why Do Small Insurance Brokerages Struggle with Policy Data?

Small brokerages rely on their Agency Management System (AMS) like Applied Epic, Vertafore, or HawkSoft. These systems are excellent for client records but are poor at interacting with the outside world. Their built-in connections often only support major carriers, leaving out the specialty or regional insurers that give a brokerage its competitive edge.

Consider a 10-person brokerage trying to run a policy comparison for a commercial client. The AMS has a connection to The Hartford but not to a niche liability carrier like Philadelphia Insurance. This means an agent must log into the Philadelphia portal, manually re-enter 40+ fields from the ACORD 125 form, download a PDF, and then copy-paste the results back into a spreadsheet to compare it with The Hartford's quote. This 25-minute process per quote is repeated dozens of times a day, introducing typos and delays.

The structural problem is that AMS platforms are designed as closed ecosystems. Their architecture prioritizes data lock-in, not open connectivity. Their APIs, when available, are often built for bulk data export, not for the real-time, transactional workflows required for quoting or policy updates. They cannot accommodate the one-off, portal-based interactions that define a specialized brokerage's daily work, forcing you to work around the system, not with it.

This manual "swivel-chair" integration wastes hundreds of agent hours per year. More importantly, it creates a high risk of Errors and Omissions (E&O) from simple data entry mistakes. A single misplaced decimal in a coverage limit can lead to a catastrophic claim denial for a client.

Our Approach

How Syntora Would Build a Custom API Integration Hub

Syntora would start by auditing every carrier portal and API you use for policy management. We'd map the specific data fields needed for policy comparisons and identify which carriers offer stable, documented APIs versus those requiring browser automation. You receive a detailed integration plan outlining the approach for each carrier and a realistic timeline.

The core of the system would be a FastAPI service deployed on AWS Lambda. This service would expose a single, simple endpoint for your team to request policy comparisons. When a request comes in, the FastAPI application uses Pydantic models to validate the data, then calls out to each carrier in parallel. For carriers with APIs, it uses httpx. For those without, it uses Playwright to perform the necessary browser automation. The Claude API would be used to parse policy documents (PDFs) from portals, extracting key figures and normalizing them into a consistent JSON structure.

The final system provides a simple web interface where your agents can enter client data once and get a side-by-side comparison from all your carriers in under 60 seconds. Alternatively, it can be built to push normalized data directly back into a custom field in your AMS. You receive the full source code, deployment scripts, and a runbook detailing how to add new carriers or manage credentials.

Manual Policy ComparisonAutomated Policy Comparison
Time Per Comparison: 25 minutes of manual data entryTime Per Comparison: 60-second automated data pull
Data Error Potential: High risk of E&O from typosData Error Potential: Data is validated via Pydantic schemas
Agent Workflow: Log into 3-5 separate portals per quoteAgent Workflow: One-click request from a central interface

Why It Matters

Key Benefits

01

One Engineer, Discovery to Deployment

The founder you speak with on the discovery call is the same engineer who writes every line of code. No project managers, no communication gaps.

02

You Own the Source Code

You get the full Python source code in your private GitHub repository, plus a runbook. There is no vendor lock-in.

03

A Realistic 4 to 8-Week Timeline

A typical policy management integration takes 4-8 weeks, depending on the number and quality of carrier APIs. The initial audit provides a fixed timeline.

04

Post-Launch Support That Makes Sense

Syntora offers an optional flat monthly support plan covering API changes, monitoring, and maintenance. You know exactly who to call when a carrier updates their portal.

05

Focus on Insurance Workflows

Syntora understands the difference between ACORD forms and proprietary carrier questionnaires. The system is designed around real-world brokerage processes, not generic data syncing.

How We Deliver

The Process

01

Discovery & Carrier Audit

A 45-minute call to map your current policy management process and list your key carriers. You provide read-only portal access, and Syntora returns a detailed integration plan and fixed-price quote.

02

Architecture & Scoping

You review and approve the integration plan and the proposed system architecture. Syntora clarifies data mapping from your AMS to each carrier's format before the build begins.

03

Iterative Build & Weekly Demos

The build happens in weekly sprints. You get a short video demo each week showing progress on a new carrier integration. You can provide feedback throughout the process.

04

Handoff & Training

You receive the complete source code, a deployment runbook, and a training session for your team. Syntora monitors the system for 4 weeks post-launch to ensure stability.

The Syntora Advantage

Not all AI partners are built the same.

AI Audit First

Other Agencies

Assessment phase is often skipped or abbreviated

Syntora

Syntora

We assess your business before we build anything

Private AI

Other Agencies

Typically built on shared, third-party platforms

Syntora

Syntora

Fully private systems. Your data never leaves your environment

Your Tools

Other Agencies

May require new software purchases or migrations

Syntora

Syntora

Zero disruption to your existing tools and workflows

Team Training

Other Agencies

Training and ongoing support are usually extra

Syntora

Syntora

Full training included. Your team hits the ground running from day one

Ownership

Other Agencies

Code and data often stay on the vendor's platform

Syntora

Syntora

You own everything we build. The systems, the data, all of it. No lock-in

Get Started

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FAQ

Everything You're Thinking. Answered.

01

What factors determine the project cost?

02

How long will this integration take to build?

03

What happens when a carrier changes its website or API?

04

Our AMS is very restrictive. Can you actually integrate with it?

05

Why not just hire a freelancer or a larger development firm?

06

What will my team need to provide for this project?