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Knowledge domain

Agentic Systems

AI-enabled systems that can plan, use tools, execute multi-step tasks, and adapt actions toward defined objectives within governed boundaries.

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Connected context

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AI Systems and Human–AI Collaboration

Related expertise

Software Quality Software Delivery Risk AI Governance Human–AI Teaming Trustworthy AI DevOps Systems Architecture Cybersecurity

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Knowledge

Insights, frameworks, and resources

Expertise

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Expertise Software Quality The practices and characteristics that make software correct, reliable, usable, secure, maintainable, and suitable for its intended context. Expertise Software Delivery Risk The technical, organizational, and operational conditions that increase the likelihood of delays, defects, instability, cost overruns, or failed software outcomes. Expertise AI Governance Policies, roles, controls, evaluation practices, and decision rights used to manage AI systems throughout their lifecycle. Expertise Human–AI Teaming The intentional design of roles, interfaces, handoffs, oversight, and feedback so people and AI systems can collaborate effectively. Expertise Trustworthy AI AI systems designed and operated to be reliable, transparent enough for their context, secure, governable, and aligned with intended human… Expertise DevOps Practices that integrate software development and operations through automation, shared ownership, continuous delivery, observability, and rapid feedback.

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