Mastek Blog

Agentic AI Is Rewriting the Managed Services Playbook

19-Dec-2025 08:00:46 / by Anuradha Mhatre

Anuradha Mhatre

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From Cost Efficiency to Competitive Advantage

Mastek’s brand theme #Lead with AI is more than a slogan, it is a delivery philosophy embedded deeply into how we run Managed Services and power customer outcomes at scale. Across critical capability areas, we are operationalising AI through live, production grade Agentic assets that are modernising service delivery, accelerating value, and giving our clients a decisive competitive edge. “Lead with AI” means enabling customers to run smarter, safer, and future ready operations powered by assets that are proven, scalable, and built for real world complexity. 

2025 marked a decisive inflection point for Managed Services.
Agentic AI advanced from experimentation to enterprise grade capability, fundamentally reshaping service delivery, governance, and scalability. At #Mastek our focus was on embedding intelligence and efficiency across every layer of service delivery while ensuring client confidentiality and safeguarding proprietary innovations. This was not incremental automation; it was a structural re-architecture of service delivery around intelligence that can learn, reason, and act autonomously. 

Strategic Impact Delivered with Agentic AI in Managed Services

1. Proactive SLA AssuranceAI- powered response and resolution agents are turning SLAs into leading indicators rather than lagging metrics, cutting mean time to resolution by over 50% and materially reducing service credit exposure.  This shift delivers greater predictability at scale. 

2. Human + AI Collaboration for Intelligent Ticket OperationsAutomation in triage and routing eliminated misclassification, reduced ticket ageing, and improved CSAT. Human ability was redeployed to complex problem-solving and innovation. 

3. Operational Intelligence as a Control TowerAI-powered ITSM dashboards became the operational nerve center moving leaders from hindsight reporting to foresight driven decision making. Predictive insights now surface risks before impact, enabling outcome-based governance and executive confidence. Leaders no longer ask, “what happened?” but “what’s about to happen and what should we do now?” 

4. Enterprise-Scale AutomationTest automation and RPA across post clone and repeatable workflows delivered up to 80% efficiency gains. These were not tactical wins; they redefined speed to value, release velocity, and operational resilience across Managed Services portfolios. 

5. Capability Building:  Through the AI Academy and a structured maturity framework, adoption became repeatable and scalable. This cultural and capability shift, not technology alone, is our durable competitive advantage. 

6. Market ValidationRecognition from global analysts and industry awards reinforced our credibility as a trusted partner for AI led Managed Services transformation. 

The story is not automation, it is augmentation. 

Agentic AI is the enterprise sidekick: anticipating signals, advising decisions, and acting with precision amplifying human judgment rather than replacing it. 

Go-to-Market Evolution for AI-driven Managed Services

Agentic AI requires a new narrative. Buyers now demand: 

  • Rapid incident prevention, not just resolution
  • Direct alignment of AI with business KPIs
  • Clear ownership of outcomes as systems become autonomous. 

Winning strategies focus on: 

  • Outcome-based service models
  • AI-native service tiers
  • Industry-specific agent portfolios
  • Value-driven pricing anchored in business impact.

Looking Ahead: Managed Services in 2026 and Beyond

The next phase is predictive, outcome-anchored Managed Services:

  • Autonomous remediation and self-healing operations
  • FinOps and value-based AI agents linked to business KPIs.
  • AI-native contracts aligned to outcomes.
  • Verticalized agents embedded in industry workflows

This is where Managed Services evolves from cost optimization to strategic advantage and where we at Mastek take ownership in shaping, scaling, and industrializing AI as a core business capability. 

Topics: Technology, Digital Transformation, AI, Innovation, Managed Services, Agentic AI

Anuradha Mhatre

Written by Anuradha Mhatre

Anuradha is a seasoned Business Leader with 25+ years of experience driving impactful outcomes in Managed Services. She is renowned for innovative strategies that elevate operational efficiency, growth, and profitability through pervasive automation, self-healing systems, and business accelerators. A passionate advocate for customer success and process optimization, leveraging hyperscalers and AI Ops for enhanced observability and seamless orchestration. Her thought leadership enables clients to surpass industry trends via optimal target operating models. Proven track record in large-scale transformations, global delivery, and contractual frameworks. Driven by a passion for customer success, Anuradha adeptly navigates global public and private sectors, ensuring unparalleled value creation.

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