
Generative AI Movesfrom Pilot to Full-Scale Implementation
"AI is set to transform healthcare, but it’s not a magic solution. The organizations that succeed will be those that identify where AI truly adds value, rigorously test its capabilities, and leave behind what doesn’t work. In 2026, we’ll see a significant focus on refining and validating AI applications."
Michael Collier
Executive Vice President, Corporate Strategy
CIOs have an opportunity to guide a successful AI integration by focusing on the following strategies:
Strengthen AI governance and oversight
Form an oversight committee that includes clinical, IT, and legal experts to ensure ethical and compliant AI deployment.
Build strategic partnerships with AI and automation vendors
Consider working with trusted vendors to access scalable and interoperable platforms, versus developing solutions in-house.
Invest in AI-focused workforce training and upskilling
Develop comprehensive training programs to build AI fluency and foster trust among staff, preparing them for new AI-assisted workflows.
Launch data-driven pilot projects with clear success metrics
Launch initial AI initiatives with clear key performance indicators (KPIs), such as cost savings or time saved, to demonstrate value before broader implementation.
Regulatory Shifts Will Impact IT Staffing
Proactive leadership is the only way to stay ahead of these changes. Actionable strategies should begin now:
Conduct a comprehensive readiness assessment
Evaluate the organization’s current IT infrastructure and team capabilities against the upcoming regulatory demands. This gap analysis should highlight the team’s strengths, and more importantly, where new investments need to be made.
Benchmark credentialing and compliance platforms
The right technology can automate many of the new requirements, reducing the manual burden on a team. Look for solutions that not only meet today's compliance standards but are also built for future innovation.
Develop a flexible talent strategy
This may involve a combination of hiring full-time specialists, upskilling the current team through targeted training programs, and leveraging contract or project-based talent for specific, time-bound compliance projects.
Modernization of Healthcare Cybersecurity
Strengthening the organization's cybersecurity posture requires a clear, strategic approach. Here are three key actions to prioritize:
Implement zero-trust architecture and AI-based threat detection
The traditional model of a secure network perimeter is no longer sufficient. A zero-trust architecture operates on the principle of "never trust, always verify," treating every access request as a potential threat. This approach is especially effective in cloud environments and for managing a distributed workforce. By implementing zero-trust principles alongside AI-based threat detection, organizations can ensure that access controls are consistently applied and suspicious activity is flagged in real-time.
Shift to cloud-based EHR systems with real-time updates
Migrating EHRs to the cloud offers significant security advantages. Cloud-based systems provide real-time updates and patches, which helps to eliminate the vulnerabilities often found in on-premise legacy systems. Furthermore, major cloud providers invest heavily in security infrastructure, offering a level of protection that can be difficult for individual organizations to replicate. This transition enhances data security while also improving accessibility and scalability.
Strengthen IT governance and security frameworks
Effective cybersecurity relies on strong governance. Establishing clear policies for data management, third-party vendor risk, and incident response is critical. The governance framework should ensure compliance with regulations like HIPAA and align with industry best practices, such as the NIST Cybersecurity Framework. By creating a resilient and compliant IT environment, organizations can mitigate risk as well as build trust with patients and partners.
Interoperability Becomes a Strategic Priority
For CIOs, the mandate is clear: lead the charge or be left behind. Waiting for deadlines to loom is not a viable strategy. A proactive approach should include these key actions:
Conduct a comprehensiveFHIR readiness assessment
Begin by assessing current systems, from the EHR to departmental applications. Identify which areFHIR-compliant, which need upgrades, and which must be replaced.
Proactively engage interoperability-focused vendors
Open a dialogue with all technology vendors now. Confirm their roadmaps for compliance withCMS-0057-F and other interoperability rules. Hold them accountable for delivering FHIR-based APIs and ensure their solutions will integrate seamlessly into the organization’s existing infrastructure.
Invest in scalable, future-proof infrastructure
Real-time data exchange demands a robust and scalable infrastructure. Evaluate the current network, security, and data storage capabilities to ensure they can handle the increased flow of information without creating bottlenecks or vulnerabilities.
Develop a robust workforce training and enablement program
Partner with human resources (HR) and clinical leaders to create training programs that address the new skills required for an interoperable environment. Focus on data literacy, API management, and the specific workflows associated with the new tools.
Embracing Telehealth: Skills for Sustained Growth
To effectively navigate this trend, technology leaders should consider the following strategic workforce actions:
Conduct organization-wide telehealth workforce planning
To forecast future skill requirements, aligned with the organization’s telehealth roadmap, and identify gaps within the current IT team.
Use insights to inform multi-layered talent strategies
Targeting both internal development and external recruitment.
Invest in upskilling and reskilling for virtual-care technologies
To develop in-house talent, offering training in high-demand areas such as data analytics, cloud computing, and cybersecurity.
Refine recruitment strategies for telehealth-ready roles
To attract external candidates with specialized expertise essential for sustaining telehealth growth.
Build external partnerships to support program scalability
With universities, vocational schools, and technology companies to build a pipeline of qualified talent.
Foster a culture of continuous learning and adaptability
Within the IT department to support ongoing growth and adaptability.
Prioritize strategic hiring, internal development, and collaborative partnerships
To build a resilient, skilled workforce that can drive long-term telehealth innovation.
Upskilling Will Reshape the Healthcare IT Workforce
Addressing the upskilling imperative requires a proactive and strategic approach. Technology leaders can guide their organization by implementing clear, supportive frameworks for continuous learning and development.
Leaders should consider investing in dedicated continuous learning programs. Partner with educational providers to offer targeted training in areas with the most significant skills gaps, such as AI, cybersecurity, and data analytics. Create clear career pathways that show employees how new skills translate into advancement opportunities within the organization. This not only builds a more capable team but also improves retention by demonstrating a commitment to professional growth.
Think about adopting a skills-first hiring and development approach. Shift the focus from traditional credentials to a candidate’s or employee's demonstrated abilities. Use skills assessments to identify existing competencies and gaps within the team. This data could help organizations build personalized development plans and make more informed hiring decisions that directly support the company’s strategic goals. By focusing on skills, organizations can develop a more agile and resilient workforce prepared for future challenges.
By investing in the continuous development of their IT staff, leaders can cultivate a culture of learning and adaptation that will empower the organization to keep pace with change and to also lead it, ensuring a secure and efficient future for patient care.
Building a Resilient Workforce Amidst Technological Advancements
To build a resilient workforce, technology leaders can:
Embed well-being and professional development
into workforce planning. Ensure platforms support continuous learning and professional growth.When evaluating new systems, ask how they will impact the team's daily work. Will they reduce clicks? Simplify workflows?
Leverage automation and AI
to reduce burnout and increase efficiency.
Use workforce analytics for forecast needs and guide staffing strategies
Monitor key indicators like engagement, productivity, and burnout to inform proactive interventions.
Shaping the Future of Healthcare IT Starts Now

