Neutrinos - AI Based Identity Verification System
Neutrinos — AI-Powered Thumbprint Detection & Identity Verification for Insurance
Industry
Insurance
Product
Desktop and Mobile

Insurance providers operating at scale face a unique challenge: balancing speed, accuracy, and fraud prevention, especially in document-heavy, offline-first environments. A leading insurance provider partnered with Avidus Interactive to modernize one of its most time-consuming processes: manual thumbprint verification on scanned policy documents. The goal was to replace subjective, error-prone checks with a scalable AI-based biometric verification system capable of working across varying document qualities.

The Challenge:

The insurer needed an intelligent solution that could automate thumbprint validation while maintaining high accuracy and compliance. The key objectives were:

  • Eliminate delays caused by manual thumbprint verification
  • Reduce fraud risk and human error using biometric authentication
  • Accurately detect thumbprints from scanned paper documents
  • Match thumbprints against a registered identity database
  • Build a scalable system suitable for rural and high-volume agent onboarding

The solution:

Avidus Interactive designed and built Neutrinos, a custom AI/ML-powered identity verification system leveraging deep learning and computer vision.

The solution architecture included:

  • Thumbprint Detection on Documents using image preprocessing techniques with OpenCV to handle noise, skew, and low-quality scans
  • Region-based detection to accurately locate thumbprints within complex document layouts
  • A Convolutional Neural Network (CNN) built using TensorFlow for minutiae-based fingerprint matching
  • A secure document upload web portal enabling agents to submit scanned policies for automated processing
  • A real-time verification dashboard displaying match results and confidence scores

The system was designed to support batch processing, making it suitable for both individual policy checks and large-scale verification workflows.

The Impact:

Neutrinos delivered significant operational and risk-reduction benefits:

  • Achieved 93%+ thumbprint detection accuracy on clean and semi-clean scans
  • Reduced verification time from 3 minutes to under 10 seconds per document
  • Strengthened fraud prevention through AI-driven biometric verification
  • Enabled scalable onboarding for rural agents with minimal technical dependency
  • Improved policy approval turnaround time and customer experience

By automating a previously manual process, the insurer unlocked speed and consistency without compromising accuracy.

Conclusion:

Neutrinos demonstrates how AI in FinTech and insurance can solve deeply operational problems with measurable impact. By combining machine learning, biometric verification, and robust system design, Avidus Interactive delivered a future-ready solution tailored to real-world document workflows.

As insurers continue to digitize at scale, AI-powered identity verification systems like Neutrinos will play a critical role in reducing fraud, accelerating approvals, and expanding reach—especially in offline and rural-first ecosystems.

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