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 […]

From Vision to Concept: Bringing a Healthcare Solution to Life

Healthcare | Case Study How we helped Swellter visualize and prototype their leading-edge patient immersion platform. The Client Swellter, Inc.Oncology Patient Immersion Platform The Business Objective Swellter approached X by 2 with a plan to disrupt and enrich the oncology patient-provider experience with a first-of-its-kind patient immersion platform. Through consent, education, and data sharing, Swellter […]

Giving Healthcare Startups an Edge

Healthcare | Case Study One client’s journey from early stage startup to market-ready solution The Client Value-Based Care Model Design& Implementation Startup The Business Objective Our client has a unique methodology, leveraging evidence-based research and behavioral economics to inform innovative value-based benefit design and the development of payment and incentive models. These models align payers […]

Zero to Revenue: Innovating Workers’ Comp Care Management

Healthcare | Case Study Our client wanted to deliver best-in-class workers’ compensation services at a lower cost. Six months later, we helped them double their billing output. The Client A startup in the workers’ compensation field, our client envisioned high quality specialty case management — delivering the right care, at the right time and at […]