Clinical Judgment Meets AI Governance

Judgment that AI cannot replace.

I help healthcare technology companies implement AI that clinicians trust and regulators accept by pairing a regulated-industry quality and compliance background with frontline clinical experience.

HIPAA · FDA Class II/III · NIST AI RMF

The operator that has been on the frontline

I spent the first part of my career inside one of the most heavily regulated environments there is, manufacturing of a Class III medical device at Johnson & Johnson, where a quality error isn't a bug ticket, it's a recall. I learned quality, compliance, and operational discipline where the stakes are absolute.

Then I became a clinician. As a physical therapist, I spent years on the frontline of care treating patients, building clinical pathways, and later helping a high-growth digital health company scale its clinical quality systems and stand up some of its earliest AI-assisted workflows.

That combination is unusual. I've sat on both sides of the table: the regulated operator who knows what compliance actually requires, and the clinician who knows whether a tool will survive contact with real patients and real workflows. Healthcare AI lives or dies in the gap between those two worlds. I work in that gap.

Today, through CJM Strategic Consulting, I help healthcare technology companies implement AI responsibly by bringing governance frameworks, quality systems, and regulatory strategy together with the clinical judgment that tells you which decisions matter. More importantly, I don’t slow you down while doing it.

Caroline "CJ" Morrow, PT, DPT, OCS, CPHQ, BCHE

Board Certified Healthcare Executive, Board Certified Clinical Specialist in Orthopaedic Physical Therapy.

AI in Healthcare specializations: MIT Sloan Exec Education and Stanford Online

I believe innovation belongs inside complex, regulated environments - not in spite of them. The hard problems in healthcare AI aren't solved by better technology alone; they're solved by intentional human-AI teaming, honest assessment, and systems thinking that holds clinical, regulatory, and operational reality in view at once.

That's the work.

How I Help

Most healthcare AI fails not on the technology, but on the governance, the compliance, and the clinical reality around it. I work across all three without slowing you down.

AI Governance & Implementation

  • Put AI into clinical workflows without breaking trust or compliance.

  • I build the evaluation, monitoring and governance frameworks grounded in NIST AI Risk Management framework and built to stay sound as the regulatory landscape shifts.

Data Driven Quality and Compliance Systems

  • Build a quality system according to your stage, drive scalability through strong foundations.

  • I design and build quality assurance from the ground up that catches problems early, builds audit readiness, and creates a foundation reliable enough to build AI on top of. I bring statistical rigor, audit readiness and LEAN Six Sigma discipline drawn from regulated medical-device manufacturing and high-growth digital health.

Regulatory Strategy to drive Operational and Commercial Opportunity

  • Know what’s permissible and possible before you build it.

  • I examine the emerging regulatory (CMS Innovation Center (CMMI), FDA) positioning, build HIPAA programs for Business Associates and Covered Entities, and analyze market-entry strategy for navigating payment and regulatory pathways so that regulation becomes a map of what’s possible, not just a list of what’s not.

Not sure what you need? That’s usually the reason to talk. Book a consultation or fill out the form to contact me directly

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