Ipek Ozkaya on Muck Rack

Ipek Ozkaya

As seen in: IEEE, ACM - Association for Computing Machinery, Accenture, InfoQ
CompArch is a federated conference series bringing together researchers and practitioners from Component-Based Software Engineering and Software Architecture.
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Articles

Accenture and the Carnegie Mellon University Software Engineering Institute Launch AI Adoption Maturity Model to Help Organizations Scale AI with Predictable Outcomes

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By Ipek Ozkaya
| Accenture
The model provides a structured approach for commercial enterprises and government organizations to assess their current AI capabilities, identify gaps and build a clear roadmap for responsible, value-driven AI adoption. “Many AI maturity models in the market now focus on high-level strategy without considering the engineering rigor that organizations actually need to scale,” said Manish Sharma, Chief Strategy and Services Officer at Accenture.
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Managing the Complexities of AI Adoption

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By Ipek Ozkaya, John Haller, Carol Smith Verified
| cmu.edu
Organizations across sectors are undergoing a structural shift as AI solutions redefine operational workflows and challenge traditional execution models. Software-driven organizations are exploring how AI can boost efficiency, productivity, creativity, and value while reducing costs.
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A Preliminary Report on a Model for Maturing AI Adoption: From Hype to Achieving Repeatable, Predictable Outcomes

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By Ipek Ozkaya, Anita Carleton, Matthew Butkovic, Sebastian Echeverria
| cmu.edu
• Technical Report This document introduces the key concepts of a model for AI adoption, which will provide organizational leaders with guidance on overcoming the challenges that arise as they try to realize the promise of AI. Publisher Software Engineering Institute Cite This Technical Report APA Ozkaya, I., Carleton, A., Butkovic, M., Echeverría, S., Edman, R., Haller, J., Harper, E., Konrad, M., Schieber, N., Smith, C., & Wray, S. (2025, December 10).
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