Healthcare Systems

Healthcare organizations are increasingly leveraging AI to enhance operational efficiency, improve patient care, and reduce costs. AAG Advisory helps hospitals, health systems, and academic medical centers integrate AI into clinical workflows, predictive analytics, and administrative automation. Our solutions enable organizations to harness AI for early disease detection, workforce optimization, and patient engagement.

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How Can AI Benefit Healthcare Systems?

We ensure that AI adoption aligns with regulatory requirements, ethical considerations, and interoperability standards. Whether implementing AI for radiology, pathology, or revenue cycle management, we guide healthcare systems in deploying AI responsibly to enhance both clinical and financial outcomes.

Working with the Ainsley Advisory Group has been a game changer. They didn’t just offer strategic guidance—they opened doors to the right people at the right time. The introductions they facilitated directly accelerated our growth and helped us scale in ways that would have taken much longer on our own. We’re incredibly grateful for their partnership.

Olivier Tak

March AI CEO

Dr. MacLean and her team are tireless advocates for bringing more innovation into the healthcare system for the benefit of patients and doctors. The rollout of a deeply technical and innovative product can be complex and Ainsley has proven to be highly effective at identifying and removing barriers on the path to delivery. It is an absolute pleasure to be working with their team!

Tobias Rijken, MSc

Co-founder & Chief Technology Officer, Kheiron Medical Technologies

I have had the pleasure of working with Dr. MacLean and have been so impressed with her as a leader, innovator, and colleague. Her passion to change healthcare using cutting edge technology while understanding how to balance rapid adoption with thoughtful integration is incredibly unique. I would highly recommend her to any healthcare organization that is looking to take the advances in AI and incorporate them into improving care delivery, outcomes, and experience for individuals.

Lisa Shah, MD

Chief Medical Officer & Executive Vice President, Twin Health
President, Twin Medical Group

Dr. MacLean has consistently demonstrated a steadfast commitment to clinical excellence and member-focused outcomes. Her responsiveness, adaptability, and focus on building bridges between technology and patient care leaders have inspired colleagues across the KP enterprise. We are forever grateful for her contributions and the legacy of compassionate, forward-thinking leadership.

Matthew Reynolds

Experienced Healthcare IT Executive

At a healthcare conference Dr. MacLean delivered an inspiring keynote address. She articulated a compelling vision of how AI can enhance patient care, improve diagnostic accuracy, and streamline healthcare processes. Her expertise extends beyond theory – as evident in her work at KP that has led to the implementation of innovative AI tools that have tangibly improved patient outcomes. Her insights are invaluable for anyone looking to understand the future of medicine and the transformative potential of AI in healthcare.

Savitha Srinivasan

Managing Director, VC Relations & Partnerships, Trace3

Dr. MacLean is the leader of an all-star radiology team. Under her leadership, the department continues to implement changes for better service quality, better member satisfaction and amazing patient care. Her enthusiasm for medicine and focus on patient care has earned her tremendous respect within our organization and in the community. She is a pleasure to work with.

Robert Hickey

Chief Executive Officer & Consultant, Physician Loan Directory & Bere Island Consulting

I’ve had the distinct pleasure of getting to know Ainsley, whose exceptional ability to communicate complex concepts and visionary leadership inspired teams across KP and those fortunate enough to hear their accomplishments. Ainsley’s profound ability to convey AI’s potential to revolutionize clinical care and enhance physicians’ daily experiences is unusual and compelling. As a natural leader, Ainsley’s passion and depth make her an invaluable asset to any forward-thinking organization.

Julie Vaughan Murchinson

Digital Health Driver, Investor & Operating Executive

AI Advising Services

We provide strategic advising services tailored to the needs of venture capital firms, family offices, biotech and pharmaceutical companies, government agencies, startups, and healthcare organizations. Our expertise empowers clients to harness AI-driven innovations, driving transformation across the healthcare landscape with precision, efficiency, and impact.

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AI for Venture Capital

Our physician-led team guides venture capital partners through healthcare AI investment decisions with proprietary evaluation frameworks and deep regulatory expertise that separates viable innovations from costly missteps.

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AI for Startups

We accelerate portfolio company success by bridging the gap between healthcare innovation and real-world implementation, providing regulatory strategy, clinical validation, and go-to-market execution that drives scalable growth.

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AI for Health Systems

Our team transforms health systems through strategic AI implementation that improves patient outcomes and operational efficiency, leveraging proven experience from large-scale deployments across millions of patients.

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AI for BioPharma

We guide pharmaceutical and biotech companies in leveraging AI for drug discovery, clinical trials, and regulatory pathways, combining deep clinical expertise with strategic execution that accelerates time-to-market.