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 […]
Iris Pricing Solutions Endorses X by 2’s Choreo-ED as a Breakthrough in Fixing ED Overcrowding

X by 2 is pleased to announce that the Anticipated Emergency Department Discharge (AEDD) model for Choreo-ED has successfully passed clinical validation, marking a major milestone in advancing hospital operations and patient flow management.
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Choreo-ED’s Anticipated Emergency Department Discharge (AEDD) Model Achieves Clinical Validation with 95% Precision

X by 2 is pleased to announce that the Anticipated Emergency Department Discharge (AEDD) model for Choreo-ED has successfully passed clinical validation, marking a major milestone in advancing hospital operations and patient flow management.
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X by 2 Announces Launch of Patient Flow Tool — Choreo-ED™

Farmington Hills, MI — Healthcare technology consulting firm X by 2 announced the launch of its innovative patient flow tool, Choreo-ED.
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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 […]
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 […]
Unlocking the Future of Insurance with AI and ML

Incorporating AI/ML through off-the-shelf or custom-built models will help insurers leverage their data and drive their companies forward.
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