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MIT CISR CURRENT RESEARCH PROJECTS

Getting Into the Flow: How Companies Use AI to Build High-Performing Business Processes

Business Models; Future Ready/Pathways; Information Technologies; Automation; Data, AI, and Analytics

Powerful business processes are at the core of the future-ready company, and a requirement for automation at scale. AI offers fundamentally new opportunities for the design, execution, and management of processes to achieve excellence in both operations and customer experience. The future-ready company will use AI agents to analyze massive amounts of real-time data, including digital trace data; to evaluate processes; to predict customer experience by linking process patterns to customer data; and to recommend next-best actions, taking into account a wealth of factors such as the current economic situation and the company’s performance.

In this study, we will examine how high-performing companies take process knowledge to the next level with AI. We will analyze the opportunities and challenges of using AI in processes and develop a framework depicting how organizations systematically build future-ready AI-enabled processes.

This study will rely on interviews and a series of qualitative case vignettes on three companies that are successfully applying AI to improve business processes.

We will focus on the following research questions:

  • How are companies using AI to manage processes in new ways (linking operational efficiency and customer experience)?
  • What practices are companies developing for organizational learning from AI in process management?
  • How are companies capturing and analyzing digital trace data to link operational efficiency and customer experience in business process performance?

SEEKING: We are seeking participation in the research from executives who are responsible for business processes and engaged in developing and deploying process-enhancing AI capabilities, including AI agents, for processes in their organization.

CONTACT: Ina Sebastian

RESEARCH TEAM

Ina M. Sebastian, Research Scientist

Ina studies how large enterprises transform for success in the digital economy. Her current research areas are digital partnering—including strategies to grow with digital partners and partnering strength—and value creation and value capture in digital models.

Thomas Haskamp, Assistant Professor

Thomas is an assistant professor at the European Research Center for Information Systems (ERCIS) at the University of Muenster, a postdoctoral research associate at the Chair for Design Thinking and Innovation at the Hasso Plattner Institute, and an MIT CISR academic research fellow. Thomas's research is primarily focused on unraveling the dynamics of digital innovation across various contexts, including start-ups and traditional industrial firms.

Jan vom Brocke, Chair of Information Systems and Business Process Management

Jan is the chair of Information Systems and Business Process Management at the University of Münster, the director of the European Research Center for Information Systems (ERCIS), and an MIT CISR academic research fellow. His research focuses on various aspects of digital innovation and transformation as well as the management of collaboration in a digital world.

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.

 

 

MIT CISR research is funded by the more than seventy-five member organizations that support our work and participate in our consortium. 

MIT CISR Patrons
AlixPartners
Avanade
Cognizant
Collibra
IFS
The Ogilvy Group
MIT CISR Sponsors
Alcon Vision
Amcor
ANZ Banking Group (Australia)
AustralianSuper
Banco Bradesco S.A. (Brazil)
Banco do Brasil S.A.
Bank of Queensland (Australia)
Barclays (UK)
BlueScope Steel (Australia)
BNP Paribas (France)
Bupa
CarMax
Caterpillar, Inc.
Cemex (Mexico)
Cencora
CIBC (Canada)
Cochlear Limited (Australia)
Commonwealth Superannuation Corp. (Australia)
Cuscal Limited (Australia)
CVS Health
Dawn Foods
DBS Bank Ltd. (Singapore)
Doosan Corporation (Korea)
Fidelity Investments
Fomento Economico Mexicano, S.A.B., de C.V.
Fortum (Finland)
Genentech
Gilbane Building Co.
International Motors
Jewelers Mutual
Kaiser Permanente
Keurig Dr Pepper
King & Wood Mallesons (Australia)
Mater Private Hospital (Ireland)
Nasdaq, Inc.
NN Insurance Eurasia NV
Nomura Holdings, Inc. (Japan)
Nomura Research Institute, Ltd. Systems Consulting Division (Japan)
Novo Nordisk A/S (Denmark)
OCP Group
Pacific Life Insurance Company
Pentagon Federal Credit Union
Posten Bring AS (Norway)
Principal Life Insurance Company
QBE
Ramsay Health Care (Australia)
Reserve Bank of Australia
RTX
Saint-Gobain
Scentre Group Limited (Australia)
Schneider Electric Industries SAS (France)
Tabcorp Holdings (Australia)
Telstra Limited (Australia)
Terumo Corporation (Japan)
Tetra Pak (Sweden)
Truist Financial Corporation
UniSuper Management Pty Ltd (Australia)
Uniting (Australia)
USAA
Vanguard
Westpac Banking Corporation (Australia)
WestRock Company
Xenco Medical
Zoetis Services LLC

MIT CISR Associate Members

MIT CISR wishes to thank all of our associate members for their support and contributions.

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Center for Information Systems Research
Massachusetts Institute of Technology
Sloan School of Management
245 First Street, E94-15th Floor
Cambridge, MA 02142
617-253-2348