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November 12, 2026

Takeaways from the most recent news in the technology and policies shaping healthcare.

Health IT

Pointcore Launches Perception to Turn Hospital Data Into Action

By Healthcare Technology News ·

Pointcore is pitching Perception, a healthcare data intelligence solution built to consolidate operational data and apply AI-enabled modeling so hospital leaders can spot performance gaps and opportunities faster, according to Becker's Hospital Review.

The premise is familiar. Health systems collect more data than ever from clinical, financial, and supply chain systems, but much of it sits siloed and unused. Perception combines that operational data with healthcare-specific expertise to give executives a clearer read on how the organization is actually performing and where money and time are being lost. Pointcore, an OSF HealthCare company, frames the tool as a way to move from raw reporting to informed action.

For operators, the value depends on execution. Dashboards and analytics promises are common in hospital IT, and the differentiator is whether insights change staffing, throughput, and spending decisions. Buyers should press on data integration, model transparency, and measurable operational results before assuming better decisions follow.

Sources

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Health IT

iRhythm Uses Patient Data to Flag Arrhythmia Risk Earlier

iRhythm's Predictive Arrhythmia Solutions mines EHR and claims data to identify patients for earlier cardiac monitoring instead of waiting for symptoms.

Why it matters: Silent arrhythmias like atrial fibrillation often go undetected until they cause strokes, so using existing data to find at-risk patients earlier could prevent costly and dangerous events.

Health IT

AI Governance in Healthcare Doesn't Stop at Launch

Healthcare Dive argues that AI governance in healthcare is a continuous process of monitoring and accountability, not a one-time approval at launch.

Why it matters: AI models can degrade after deployment, so health systems need ongoing oversight to prevent patient harm and keep clinical tools trustworthy.

Health IT

Healthcare's Revenue Cycle Needs Orchestration, Not More AI

Providers have deployed AI across the revenue cycle, but only 4% have connected the tools, and orchestration is emerging as the fix.

Why it matters: Disconnected AI tools waste investment; orchestrating them is what actually reduces denials and speeds provider payments.