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MIT CISR CURRENT RESEARCH PROJECTS

The Enterprise IT Operating Model’s Role in Capturing AI Value

Operating Models; Data, AI, and Analytics; Enterprise Architecture

The IT function is critical to capturing the business value of AI investments, yet that value remains elusive. Many organizations report incremental productivity gains from AI but no positive cash flows. IT organizations are uniquely positioned to address this challenge: they are experienced in managing organizational change and in the intake of business initiatives, from discovery through validation to build and scale.

Building on the Enterprise IT Operating Models framework we developed in 2025, in this study we will specifically look at AI adoption in each of the four models we described. We seek to identify practices that improve innovation and productivity, reduce costs, and increase the reliability of AI initiatives within each model.

We will focus on the following research questions:

  • How does an enterprise’s IT operating model affect the intake and delivery of AI initiatives?
  • How does the governance of AI vary by IT operating model?
  • Do value capture, interaction with the technology supplier ecosystem, and risk management vary by IT operating model?
  • What is the role of enterprise architecture in each model in scaling AI?

This project is a continuation of MIT CISR's 2025 research project "The IT Operating Model of the Future."

SEEKING: We are seeking participation in the research from enterprises actively improving how the IT function can increase the business value of AI.

CONTACT: Alan Thorogood

RESEARCH TEAM

Alan Thorogood, Research and Member Engagement, AsiaPac

Alan is responsible for engaging member organizations in the Asia Pacific region and conducting field-based research on how organizations can capture digital business value.

Stephanie L. Woerner, Director and Principal Research Scientist

Stephanie’s work focuses on how enterprises use technology and data to create more effective business models and how they manage the associated organizational change. She has a passion for measuring hard-to-assess digital factors and linking them to firm performance.

Asif Gill, Professor and Researcher, School of Computer Science

Asif is a senior technology leader and professor at the School of Computer Science, University of Technology Sydney, Australia. His current research focuses on how organizations can design humancentric enterprise scale AI systems and operating models for business, workforce, and societal benefits.

MIT CENTER FOR INFORMATION SYSTEMS RESEARCH (CISR)

Founded in 1974 and grounded in MIT's tradition of combining academic knowledge and practical purpose, MIT CISR helps executives meet the challenge of leading increasingly digital and data-driven organizations. We work directly with digital leaders, executives, and boards to develop our insights. Our research is funded by member organizations that support our work and participate in our consortium. 

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Center for Information Systems Research
Massachusetts Institute of Technology
Sloan School of Management
245 First Street, E94-15th Floor
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