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Automating Claims Processing with Vision AI for Pets

Decrease time-to-resolution (TTR) and lower operational overhead by automating pre-authorization workflows.

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The Manual Review Nightmare

Insurance claim processing is notoriously labor-intensive. Claims adjusters spend hours cross-referencing vet bills with policyholder photos. This manual verification delays critical care approvals and spikes SG&A (Selling, General, and Administrative) expenses.

The Zero-Touch Claim

The holy grail of insurtech is the zero-touch claim. By integrating PickItBox:

  • The user submits a claim via the mobile app, completing a mandatory live face-scan of the pet.
  • The PickItBox API instantly compares the live vector against the baseline vector captured at enrollment.
  • If the similarity score exceeds the threshold (e.g., > 0.90), identity verify is automatically marked "Pass".
  • The business logic proceeds to evaluate the invoice amounts without human intervention.
Automating Claims Processing with Vision AI for Pets