Production systems built at VetControl — each solving a distinct problem in veterinary insurance claims automation.
Insurance workflow automation for veterinary claims
Automates invoice digitization, coverage validation, and claim decisioning in one scalable backend platform. Handles end-to-end processing from document upload to payout routing with minimal human intervention.
Structured data extraction from real-world PDFs
Extracts customer, vendor, pet, line items, and totals from veterinary invoices with strong reliability. Built for downstream integration with claims processing workflows and financial reconciliation.
Anomaly detection for claims and documents
Flags suspicious logo, font, date, and document inconsistencies to support safer automated adjudication. Multi-layer risk scoring with configurable thresholds and human review integration.
Instant eligibility and payout calculation
Calculates refundable amounts at vet level in real time and supports routing to insurer or factoring workflows. Handles policy validation, deductibles, and financial logic at production scale.
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