Accelerating the Adoption of Agentic AI

Accelerating the Adoption of Agentic AI
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As artificial intelligence (AI) systems become increasingly capable agents, roles and processes across organizations are being reshaped. This shift extends well beyond technical teams—it has profound implications for how businesses operate, collaborate, and deliver value.

Agentic AI tools can significantly accelerate productivity and unlock new possibilities. But realizing their full potential requires more than just deploying new software. It demands a holistic transformation in how we think about work, teamwork, and value creation. We call this the Intelligent Transformation.

The Human-AI Intersection

Agentic AI is reshaping the developer role, shifting focus from writing code to managing intelligent tools, challenging traditional definitions of development work. As AI handles more rote tasks, developers must develop new skills in areas like constraint definition, curation, monitoring, and iterative refinement.

Agentic AI development tools redefine the development environment and require new enabling practices to unlock their full potential. This spans evolving workflows, adaptive test approaches, release processes tailored to continuous AI model updates, and more.

Evolving Structures and Motions

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The adoption of Agentic AI tools often requires rethinking team composition and roles, as new patterns of collaboration, skill specialization, and handoffs emerge—prompting not just process changes but also reorganizations that must be guided with transparency, care, and a strong support system for affected individuals.

As Agentic AI reshapes delivery velocity and team composition, roles and expectations evolve—not just within teams, but across interconnected functions. Rethinking how product portfolios are prioritized, how value flows to customers, and how teams and departments interact to coordinate delivery at pace. Budgeting, forecasting, and workforce planning must all evolve to reflect this new, faster-moving reality.

Redefining Outcomes

Enhanced capabilities from Agentic AI can unlock new strategic possibilities—but also require intentional alignment and engagement to ensure people are not just operationally prepared, but also connected to the evolving purpose and direction of the enterprise.

Implementing Agentic AI tools may appear to be a technical rollout, but in reality, it calls for a deep shift in mindset—reshaping how people think about work, value, and collaboration. Success depends on the willingness of teams and stakeholders to embrace new ways of working, grounded in curiosity, adaptability, and shared ownership of change.

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