Authors

PickItBox Engineering

Biometric AI Team

The team building the world's most accurate biometric framework for dogs and cats. Specializing in vision models and secure API infrastructure.

Most recent articles by PickItBox Engineering

Learn how easy it is for large insurers to embed the PickItBox API to automate pet onboarding and verification via REST.

Pet insurance fraud costs millions annually. Discover the financial ROI for insurers utilizing biometric verification to prevent double-claims.

Learn how the PickItBox ecosystem connects animal control, shelters, and insurance providers via a unified white-label API.

A deep dive into how we use Hugging Face, DINOv2, and Supabase pgvector to execute sub-second similarity searches across millions of pets.

The industry shift from invasive RFID hardware to frictionless, smartphone-accessible biometric technology.

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

Technical instructions for mobile developers looking to implement real-time frame capture and liveness checks in cross-platform apps.

An overview of our reliable, enterprise-grade infrastructure utilizing Vercel and Supabase.

Navigating enterprise compliance, GDPR, and the secure handling of vector embeddings in the cloud.

Thought leadership on how embedded finance and frictionless identity verification will shape pet insurance over the next decade.