MemberSpotlight
GE HealthCare’s journey toward integrating artificial intelligence (AI) across its organization highlights the strategic approach needed when implementing transformative technologies in specialized industries. In a recent interview, Kevin Clemence shared how GE HealthCare is navigating AI adoption, focusing on practical applications, comprehensive training and responsible implementation.
Clemence identifies three key priorities for GE HealthCare’s AI adoption strategy:
Targeted Implementation Areas: Rather than attempting a company-wide rollout, GE HealthCare has identified three to five critical areas where generative AI can deliver immediate value.
Comprehensive Upskilling Programs: Creating meaningful learning experiences that provide tangible benefits to employees is central to their approach.
“Our learning and development goals are designed to deliver immediate positive impact,” Clemence said.
Contextual AI Integration: Different contexts — from new hire onboarding to middle management operations — require tailored AI applications to maximize relevance and adoption.
GE HealthCare’s digital college plays a crucial role in the company’s AI education strategy. The organization recognizes that employees are at different stages in their AI journey and has designed a progressive learning path.
“We start with asynchronous training to establish fundamentals, then move to live demonstrations that showcase practical applications,” Clemence said.
This approach acknowledges the variability in generative AI (GenAI) outputs — something Clemence interestingly describes as “a feature, not a bug” — and helps build excitement about possibilities rather than anxiety about inconsistencies.
For managers and leaders, GE HealthCare has integrated AI training into existing leadership development programs and specialized “conferences and colleges” where deep domain expertise is cultivated.
Clemence emphasizes a bottom-up approach:
“We focus on use cases where leaders can put AI into practice immediately,” he said.
This practical orientation ensures that theoretical knowledge doesn’t remain abstract but transforms into applied skills. Change management principles are woven throughout the leadership curriculum, acknowledging that AI adoption represents a significant organizational change requiring careful guidance.
Live demonstrations have proven particularly effective in driving adoption.
“Seeing is believing,” Clemence says. “When colleagues witness how AI can transform their workflows, hesitancy diminishes considerably.”
GE HealthCare has been experimenting with GenAI solutions since late 2022. Initially, there was hesitation with broad adoption due to early limitations and a higher frequency of hallucinations.
However, as Clemence reminds us, we need to stay one or two chapters ahead of where the technology is today. Like the incredibly limited iPhone released in 2007, it’s not just about where it is today, but where it will be tomorrow.
Clemence encourages everyone who may have dismissed earlier GenAI tools to take a second look, given the incredible rate of advancement.
Microsoft Copilot forms the foundation of GE HealthCare’s AI toolkit, with experimental access granted to select teams practicing the “M3” methodology. This controlled rollout allows the organization to evaluate impacts before scaling globally.
For instructional designers, AI has become an invaluable creative brainstorming partner, particularly when using tools like Articulate for content development.
Clemence’s professional goals include inspiring broader AI adoption, particularly among nontechnical colleagues.
“I’m passionate about helping people see beyond the technology to understand how AI can enhance their work,” he said.
This vision extends to demonstrating how AI augments human capabilities rather than replacing them — a key message in securing organizational buy-in.
GE HealthCare’s approach to measuring AI’s return on investment begins with tracking basic engagement metrics but extends to measuring tangible impact on operations.
“We’re interested in more than just usage statistics,” Clemence said. “We’re measuring how AI-augmented workflows compare to traditional methods in terms of efficiency, quality and innovation.”
Early adoption has been strongest in manufacturing, production and integrated supply chain functions, with the global HR function also emerging as a significant use case. Cross-functional communities of practice help share successful applications throughout the organization.
Practical implementations include integration with Microsoft 365, hackathons to generate new use cases and specific HR functional applications. New hire programs have been particularly receptive to AI enhancements, with learning and development teams playing a central role.
GE HealthCare has established clear guardrails for AI use, including:
A comprehensive responsible AI policy.
No unrestricted access to general AI tools like ChatGPT.
Clear guidelines on acceptable and unacceptable uses.
Protocols for protecting private documents and sensitive information.
A Microsoft-based framework for consistent governance.
Throughout the company, a responsibility-first approach to leveraging GenAI tools continues to be broadly promoted, with Clemence’s own “Copilot does not mean autopilot” tagline reinforcing this across his training sessions and live demonstrations.
Clemence highlights several critical lessons from GE HealthCare’s AI journey:
Live demonstrations are the most effective tool for building confidence and understanding.
Engaging skeptics early in the process helps address concerns proactively.
Benchmarking data provides objective measures of progress.
Hands-on practice is essential for true skill development.
Industry networking through organizations like LTEN helps GE HealthCare learn from peers and competitors.
By balancing innovation with responsible governance, GE HealthCare exemplifies how healthcare organizations can harness AI’s potential while maintaining the trust essential to its mission.
Deb Ghosh is CTO and founder of CoachBots. Email him at deb@coachbots.com or connect through www.linkedin.com/in/debg1/.
