Deep Dives in Insurance-AI Engineering

Thought pieces, interviews and research, exploring how generative AI, predictive underwriting and decision systems are transforming the insurance world.

March 20, 2026

Case Study

How AI Cut Claims Processing Time by 40%

Discover how an insurer automated its first-notice-of-loss pipeline with Kazunov 1AI’s intelligent document processing. We walk through model design, validation metrics, and ROI achieved within the first three months.

March 20, 2026

Engineering & Governance

Building Explainable Models for Underwriting Decisions

Transparency is non-negotiable in insurance. Learn practical methods to make AI models interpretable for regulators and underwriting teams, from SHAP values to surrogate modeling and audit trails.

March 20, 2026

Technology

From Documents to Data: How Intelligent Document Processing Works

Manual form handling costs time and accuracy. See how OCR, NLP, and transformer-based models extract policy and claims data seamlessly, with built-in validation and confidence scoring.