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Kyndryl unveils agentic service management for AI-native infrastructure

Arshi Khan by Arshi Khan
April 2, 2026
Kyndryl agentic service management

Kyndryl unveils agentic service management for AI-native infrastructure

April 2, 2026: Kyndryl has launched Agentic Service Management, a new framework it says is designed to help enterprises move from traditional IT service operations to autonomous, intelligent workflows. The company announced that the framework combines a maturity model, structured assessments, and implementation blueprints for AI-native environments.

Enterprise IT systems were built for manual work, but AI agents now need operating models that can support autonomous action at scale. Kyndryl says that the gap is one reason many companies are still struggling to turn AI investment into measurable results. In its release, the company cited its own readiness report, saying more than two-thirds of organizations are investing heavily in AI, while nearly half are still struggling to see meaningful returns.

Kris Lovejoy, Kyndryl’s global head of strategy, said enterprise environments were built for people running tickets and tools, not for fleets of autonomous agents operating across hybrid and multi-cloud estates.

Kyndryl Agentic Service Management

Kyndryl says Agentic Service Management is meant to close the distance between AI ambition and operational readiness. The framework is built on the company’s experience managing mission-critical infrastructure, along with its own internal use of agentic AI in service delivery. Kyndryl says the approach is meant to support AI-native infrastructure services and intelligent workflows without sacrificing reliability.

The company also positions the framework around industry standards and governance. The assessment layer checks how an organization’s current policies, controls, workflows, security, and AI governance line up with relevant standards and frameworks, including ISO 42001. Kyndryl says this is intended to help customers decide whether they are ready for agentic operations and where the gaps are.

A separate part of the launch is Kyndryl Agentic AI Digital Trust, which Kyndryl describes as a security-first service for governing AI-agent behavior across hybrid and multi-cloud environments. The company says this is especially relevant in regulated industries where data protection, compliance, and classification requirements are strict.

Through Kyndryl Consult, the company is offering a maturity assessment that reviews where an organization stands today and identifies gaps across service management, AI governance, security, and operations. Kyndryl says it then provides a tailored gap analysis and a phased roadmap so enterprises can adopt agentic IT service management with guardrails and human oversight.

The company says its agentic AI capabilities build on an automation foundation that already executes nearly 200 million automations each month through more than 8,000 certified playbooks. Kyndryl says several of these capabilities are already available to customers through Kyndryl Bridge, its open integration platform for IT operations.

  • Also Read: Kyndryl Launches First Cyber Defense Operations Center in Bengaluru

Kyndryl describes the framework as a way to help organizations become AI-native by reimagining workflows, scaling AI across operations, and integrating agents into the workforce. It highlights three priorities: speed, scale, and trust.

For CIOs and IT operations teams, the practical question is whether the framework can help automate work without creating new control problems. Kyndryl is clearly targeting that concern. Its launch is built around the argument that enterprise AI only becomes useful when it can work inside existing operating structures, not around them.

Arshi Khan

Arshi Khan

A research-focused journalist covering enterprise technology, AI, and cybersecurity. Reporting combines market data, expert interviews, and on-ground industry inputs to produce accurate, context-driven stories for business decision-makers. She can be reached at [email protected]

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