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Health Data Strategy

Fixing the data foundation that healthcare AI depends on, from quality to integration across systems.

Data Integration

+2

The Innovation Tax

Apr 27, 2026

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4 min read

The Innovation Tax

How Unresolved Data Problems Compound Against Every Strategic Bet

Christopher Hutchins
Christopher Hutchins

AI Oversight

+2

AI Pilots Win

Apr 20, 2026

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4 min read

AI Pilots Win

Why small AI tests succeed while full programs often fail

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

The AI That Heals the System

Nov 24, 2025

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3 min read

The AI That Heals the System

Where AI does the most good fixing the system around care, not just care

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

Uncovering Fundamental Flaws in the Design of Work within Healthcare Systems

Nov 10, 2025

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4 min read

Uncovering Fundamental Flaws in the Design of Work within Healthcare Systems

The deepest healthcare problems live in how the work itself is designed

Christopher Hutchins
Christopher Hutchins

Workforce & Burnout

+2

The Quiet Revolution: Operational AI That No One Notices (But Everyone Feels)

Nov 3, 2025

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3 min read

The Quiet Revolution: Operational AI That No One Notices (But Everyone Feels)

The AI changing healthcare most is the kind no one sees working

Christopher Hutchins
Christopher Hutchins

AI Ethics

+2

The Human Signal in the Data Noise

Oct 27, 2025

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3 min read

The Human Signal in the Data Noise

Finding the human meaning inside the noise of healthcare data

Christopher Hutchins
Christopher Hutchins

Clinical AI

+2

From Prior Auth to Predictive Care: How CMS and Payers Are Scaling AI for Value-Based Care

Sep 15, 2025

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3 min read

From Prior Auth to Predictive Care: How CMS and Payers Are Scaling AI for Value-Based Care

How payers are moving AI from prior authorization to predictive care

Christopher Hutchins
Christopher Hutchins

Data Integration

+2

The Hidden Chaos of Healthcare Data: Why Integration Is Still a Dream

Aug 25, 2025

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4 min read

The Hidden Chaos of Healthcare Data: Why Integration Is Still a Dream

Why healthcare data integration stays out of reach for most systems

Christopher Hutchins
Christopher Hutchins

Data Integration

+2

Still Chasing Integration: Why Healthcare Data Remains Fragmented

Aug 18, 2025

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4 min read

Still Chasing Integration: Why Healthcare Data Remains Fragmented

Why healthcare data stays scattered no matter how much you spend

Christopher Hutchins
Christopher Hutchins

Patient Safety

+2

The Quiet Power of AI in Healthcare: Closing Care Gaps Before They Become Costly

Aug 4, 2025

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4 min read

The Quiet Power of AI in Healthcare: Closing Care Gaps Before They Become Costly

Catching care gaps with AI before they turn into costly events

Christopher Hutchins
Christopher Hutchins

Data Integration

+2

Is Your Healthcare Innovation Strategy Built on a Fragile Foundation?

Jul 14, 2025

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4 min read

Is Your Healthcare Innovation Strategy Built on a Fragile Foundation?

Most healthcare innovation rests on a data base shakier than it looks

Christopher Hutchins
Christopher Hutchins

Data Integration

+2

The Hidden Enemy of AI Innovation in Healthcare: Technical Debt

Jul 8, 2025

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3 min read

The Hidden Enemy of AI Innovation in Healthcare: Technical Debt

Technical debt is the quiet drag on every healthcare AI ambition

Christopher Hutchins
Christopher Hutchins

Data Integration

+2

To Scale AI in Healthcare, Fix the Data Foundation First

Jul 1, 2025

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3 min read

To Scale AI in Healthcare, Fix the Data Foundation First

AI cannot scale in healthcare until the data underneath it holds

Christopher Hutchins
Christopher Hutchins

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