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 […]

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 […]

Claims System Modernization

Healthcare | Case Study How one client reimagined user experience to develop an innovative, agile claims modernization strategy. The Client Health Insurance Core System &Digital Solution Provider The Business Objective Our client provides core system and digital health solutions for leading health plans. X by 2 created a strategy and roadmap for the client’s core […]

Improving Population Health with Data Analytics

Healthcare | Case Study One client’s journey to a modern, cloud-based data platform to support value-based care initiatives.   The Client A Value-Based Care Consulting& Population Health Analytics Services Company The Business Objective Our client’s core business focused on enabling healthcare providers to maximize incentives received from payer value-based programs, while also improving quality of care […]

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 […]

Core System Integration

Healthcare | Case Study Leadership for the execution of an enterprise integration strategy, including the design and development of enterprise services. The Client An East Coast Not-for-ProfitHealth Insurer The Business Objective In order to keep up with the rapidly changing healthcare and health insurance landscape, our client – an east coast not-for-profit health insurer, had […]

Enabling Enterprise Data Analytics

Healthcare | Case Study Re-envisioning and rearchitecting our client’s core foundation to improve data synchronization, stability and time-to-insight. The Client A value-based healthcare services company specialized in workers compensation claims and case management. They solve catastrophic, complex healthcare challenges while putting the lives of injured workers and their families first. The Business Objective Our client’s […]

Data and Analytics Platform

[stm_spacing lg_spacing=”80″ md_spacing=”80″ sm_spacing=”80″ xs_spacing=”80″][stm_spacing lg_spacing=”50″ md_spacing=”50″ sm_spacing=”50″ xs_spacing=”50″]One of the largest nonprofit health insurers in the midwest As a prominent health plan with a strong reputation, our client’s nationally recognized value partnership and collaborative quality incentives programs – Practitioner Care Medical Home (PCMH) and Provider Group Incentive Program (PGIP) – are leading the way […]