Percipience Names Stephen W. Mitchell Senior Vice President of Sales
Percipience, an award-winning insurtech data and analytics software provider, today named Stephen W. Mitchell, CPCU, senior vice president of sales.
AI in Property/Casualty Insurance: Why Trusted Data Is the Missing Link
Ajay Kelshiker, co-founder of InsurTech data and analytics software provider Percipience, believes the success of AI implementations in the P/C insurance space depends on having trusted, high-quality data. Here, he advocates for building a strong data foundation through modern architectures like Data Lakehouse with Medallion layers, Microsoft Fabric for unified analytics and AI, and Data Mesh for decentralized governance.
New Orleans, LA – December 5, 2025 — Artificial intelligence (AI) is moving rapidly from experimentation to execution in the property/casualty insurance industry. From AI-driven claims estimation to predictive underwriting and fraud detection, insurers are realizing tangible value in faster decisions, improved accuracy and stronger customer experiences. Yet, for every success story, there are stalled initiatives and missed expectations.
The difference often comes down to one critical factor: data readiness.
Most P/C insurers operate within a patchwork of legacy core systems (policy, billing and claims), bolstered by spreadsheets and specialized departmental applications. These siloed environments create inconsistent definitions, incomplete records and limited visibility across the enterprise. When AI models are trained on fragmented or poor-quality data, they inevitably underperform—eroding trust and slowing adoption.
Read Full Article Here
The difference often comes down to one critical factor: data readiness.
Most P/C insurers operate within a patchwork of legacy core systems (policy, billing and claims), bolstered by spreadsheets and specialized departmental applications. These siloed environments create inconsistent definitions, incomplete records and limited visibility across the enterprise. When AI models are trained on fragmented or poor-quality data, they inevitably underperform—eroding trust and slowing adoption.
Read Full Article Here
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ReSource Pro Launches New Data Services Offerings via Strategic Partnership with Percipience to Help Carriers and MGA’s Modernize Data for AI-Driven Operations
ReSource Pro, a leading provider of strategic operations solutions for the insurance industry, today announced a strategic partnership
Percipience Named to 2026 AIFinTech100
Today, Percipience was named as part of the 2026 AIFinTech100, FinTech Global’s annual list of the world’s