In our latest market brief, The Future of AI-Driven Service Operations , completed in partnership with Zendesk, Futurum Research explores the demand drivers behind AI-enabled service transformation and the ways organizations must evolve their service operations to deliver faster, more personalized…
Futurum's Keith Kirkpatrick,
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Keith Kirkpatrick, The Futurum Group, "The Future of AI-Driven Service Operations," December 9, 2025. https://preview.erikbethke.com/research-reports/the-future-of-ai-driven-service-operations/

The rapid evolution of AI has fundamentally transformed the way organizations deliver customer and employee service, shifting from slow, reactive models toward intelligent, automated, and highly efficient service operations. As enterprises aim to improve speed, accuracy, and quality across every interaction, they are increasingly adopting AI technologies that provide end-to-end visibility and control. This shift reflects the growing demand for modern service delivery models that unify customer-facing and back-end workflows to elevate experience and operational performance.
To meet these rising expectations, organizations must implement technologies that streamline workflows, reduce manual effort, and enable faster, more contextual service. The most effective approaches integrate machine learning, generative AI, and agentic AI to power autonomous actions, enhance decision-making, and support seamless interactions across channels. Innovations like multimodal AI agents, copilots, knowledge orchestration, no-code workflow builders, and real-time intelligence tools help service teams improve efficiency, boost quality, and scale operations without adding operational friction.
In our latest market brief, The Future of AI-Driven Service Operations, completed in partnership with Zendesk, Futurum Research examines the major technology trends reshaping service operations and the growing role of AI-driven agents, workflow automation, and real-time insights. The brief explores how organizations can safely and effectively adopt agentic AI, enhance customer and employee experiences, and build resilient, scalable service environments powered by modern AI capabilities.
In this brief, you will learn:
- How AI-driven service operations integrate machine learning, generative AI, and agentic AI
- Ways organizations can automate interactions, workflows, and decisions across the customer and employee service lifecycle
- Insights into Zendesk’s innovations including AI Agents, Voice AI, Knowledge Graph enhancements, copilots, and low-code workflow builders
- How organizations can responsibly adopt AI while maintaining governance, compliance, and trust
If you are interested in learning more, be sure to download your copy of The Future of AI-Driven Service Operations today.
Published by Futurum.
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