How Architecture-Led AI Cracked a Pricing Model That Defeated a Two-Year Modernization Effort

DATA ANALYTICS ·  APPLIED AI · JULY 2026 The “Juice Isn’t Worth the Squeeze” How Architecture-Led AI Cracked 
a Pricing Model That Defeated a 
Two-Year Modernization Effort A case study in applying AI and machine learning to one of the hardest problems in specialty insurance underwriting: pricing complex, high-cost cases when the data is sparse, […]

Most AI Pilots Stall in Development. Here’s How One Made It to Production.

DATA ANALYTICS · APPLIED AI · JUNE 2026 Most AI Pilots Stall in Development. Here’s How 
One Made It to Production. How an agentic AI architecture, rigorous evaluation discipline, and production-grade engineering shipped a public-facing healthcare data chatbot for a state government and what it means for enterprise AI teams everywhere. Author: Mitch Quinn, Director of […]

Next-Gen, AI-Powered Emergency Triage

Healthcare | Case Study How we created a robust, highly accurate AI model to predict emergency patient admission. The Client General Medical and Surgical,Non-Profit Hospital Introduction Across the healthcare industry, cutting-edge technology, such as artificial intelligence (AI), machine learning (ML), and predictive analytics, has become the north star of future innovation. However, providers still face […]

Proactive Care Management with Predictive Modeling

Healthcare | Case Study The possibilities with artificial intelligence (AI) are vast, yet healthcare payers and providers still struggle to determine how, when and where AI can make a true impact within their organization. Given the unique gaps and opportunities in chronic care management, predictive patient admission and care intervention may be the best places […]