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AIOps Beyond Automation: Governance, Risk, and Decision Intelligence in Modern IT Operations - Softcover
Synopsis
AIOps Beyond Automation
In modern, complex IT environments, the real challenge is not prediction — it is decision-making.
This book introduces a governance-first perspective on AIOps, framing it as a decision system rather than an automation layer. Drawing from real operational experience and applied research, it explores how organizations can design AIOps systems that are accountable, explainable, and aligned with business risk.
Rather than focusing on tools or vendors, the book addresses:
- The limits of traditional monitoring and alert-driven operations
- Why many AIOps initiatives fail without governance
- The difference between prediction, decision, and action
- Risk-based thinking in IT operations
- Human-in-the-loop and decision accountability
- Explainability in production environments
Written for IT leaders, architects, and practitioners, AIOps Beyond Automation provides a practical and strategic framework for building trustworthy AIOps systems — systems that enhance operational intelligence without sacrificing control.
"synopsis" may belong to another edition of this title.
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AIOps Beyond Automation (Paperback)
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Paperback. Condition: new. Paperback. AIOps Beyond AutomationIn modern, complex IT environments, the real challenge is not prediction - it is decision-making.This book introduces a governance-first perspective on AIOps, framing it as a decision system rather than an automation layer. Drawing from real operational experience and applied research, it explores how organizations can design AIOps systems that are accountable, explainable, and aligned with business risk.Rather than focusing on tools or vendors, the book addresses: The limits of traditional monitoring and alert-driven operationsWhy many AIOps initiatives fail without governanceThe difference between prediction, decision, and actionRisk-based thinking in IT operationsHuman-in-the-loop and decision accountabilityExplainability in production environmentsWritten for IT leaders, architects, and practitioners, AIOps Beyond Automation provides a practical and strategic framework for building trustworthy AIOps systems - systems that enhance operational intelligence without sacrificing control. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9798243572767
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Paperback. Condition: new. Paperback. AIOps Beyond AutomationIn modern, complex IT environments, the real challenge is not prediction - it is decision-making.This book introduces a governance-first perspective on AIOps, framing it as a decision system rather than an automation layer. Drawing from real operational experience and applied research, it explores how organizations can design AIOps systems that are accountable, explainable, and aligned with business risk.Rather than focusing on tools or vendors, the book addresses: The limits of traditional monitoring and alert-driven operationsWhy many AIOps initiatives fail without governanceThe difference between prediction, decision, and actionRisk-based thinking in IT operationsHuman-in-the-loop and decision accountabilityExplainability in production environmentsWritten for IT leaders, architects, and practitioners, AIOps Beyond Automation provides a practical and strategic framework for building trustworthy AIOps systems - systems that enhance operational intelligence without sacrificing control. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9798243572767
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