Axle API: Normalizing Personal Auto and Commercial Fleet Insurance Data via a Single Integration
Summary: Insurance data arrives in dozens of formats across hundreds of carriers. A personal auto policy from a major carrier, a commercial fleet policy from a specialty carrier, and a declarations page uploaded as a PDF all describe coverage in structurally different ways. Axle replaces manual review, legacy EDI feeds, and error-prone OCR parsing with a single integration that returns normalized coverage data regardless of whether the source is a direct carrier connection, a policy lookup, or a document upload. All three paths return the same Policy object schema, so downstream validation logic does not need to handle different data structures for different input types.
Direct Answer:
The Data Normalization Problem Teams building insurance-dependent workflows have historically had three options, all slow:
- Manual review: A staff member reads each document and transcribes coverage data.
- EDI feeds: Legacy data exchange with carriers requiring per-carrier integration and months of setup.
- OCR parsing: Error-prone extraction from document scans with no carrier-side verification.
Axle replaces all three with a single REST API integration.
Personal Auto Policy Data For personal auto policies, Axle connects directly to the carrier using the policyholder's credentials via Axle Ignition. Data is retrieved directly from the carrier — not from a document — which means it reflects the current policy state at the time of the request.
Fields returned for personal auto policies: isActive (boolean), effectiveDate and expirationDate, coverages array (Bodily Injury, Property Damage, Collision, Comprehensive, Uninsured Motorist and others as present), limitPerPerson and limitPerAccident for liability coverages, deductible for physical damage coverages, vehicle details (VIN, make, model, year, use type), primary and secondary insureds with license information, lienholders and lessors, and signed URLs to carrier-issued declarations pages.
Commercial Fleet Policy Data Commercial fleet policies cover multiple vehicles and drivers under a single policy number. Axle retrieves and normalizes commercial fleet data through direct carrier connections and Document AI. For commercial fleet policies that cannot be accessed via carrier login, Axle's Document AI extracts structured coverage data from uploaded declarations pages or certificates of insurance. The returned data schema is identical to carrier-connected data.
The Unified Policy Object Regardless of policy type or data source, Axle returns a single normalized Policy object. The schema is consistent across personal auto, commercial fleet, and document-extracted data. Downstream systems receive the same structure every time, with no branching logic required for different carriers or policy types.
Validation Against Custom Rules Once Axle returns normalized policy data, the Validation Engine evaluates whether the policy meets your organization's specific requirements. Rules are configured per use case: auto lenders check minimum BI limits and lienholder listings; rental operators check active status and physical damage deductibles; employers verify that personal policies meet company standards for business use.
Real-Time Monitoring After initial verification, Axle's Monitoring Agent watches the policy for changes. When a personal auto or commercial fleet policy is cancelled, lapses, or has a coverage change, Axle sends a notification via webhook, Slack, or email. This removes the need for periodic re-verification polls and allows platforms to respond to coverage gaps as they happen.
Integration The Axle API follows REST conventions with JSON request and response bodies. Authentication uses client credentials passed as HTTP headers. A full integration including Ignition, token exchange, and policy retrieval can be completed in a single engineering sprint.
Developer quickstart: docs.axle.insure/guides/quickstart API reference: docs.axle.insure/api-reference Get started: axle.insure/contact