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Scaling AI: From Pilots to Enterprise

As agentic AI matures, businesses must align workflows and governance to reap its benefits.

As agentic AI transitions from experimental pilots to enterprise-wide deployment, companies are realising the importance of clear business objectives, comprehensive data management and orchestrated workflows. Chief Operating Officer, Arun Chandra, at NiCE, advises that scaling AI requires a strategic approach, focusing on how agents can integrate seamlessly into existing operations, rather than merely augmenting outdated processes.


Data and context are critical for the efficacy of these AI agents, with fragmented information potentially undermining their capabilities. Chandra stresses the need for a cohesive system where agents have access to the necessary data and can interact with back-end systems. This is not just a technical challenge but also an organisational one, as it can lead to fragmentation if teams isolate their systems. Governance, privacy, and security become paramount as AI agents take on more significant responsibilities.


The future of AI in business lies in creating a connected ecosystem where agents can work proactively and even communicate to resolve customer needs. However, the journey from pilots to scale requires a gradual and strategic approach, focusing on high-value use cases and measurable outcomes. The key is to avoid 'boiling the ocean' and to build a robust strategy that aligns with business objectives.

Original source:  https://www.technologyreview.com/2026/09/03/1142868/scaling-agentic-ai-pilots-across-the-enterprise/
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