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Generative and Agentic AI

Practical design of generative and agentic systems that people can trust, operate, and improve.

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Generative and Agentic AI

Generative AI strategy

Generative AI strategy: a practical guide to focus generative capability on work where language, knowledge, and judgment create value.

Generative and Agentic AILeadershipEconomics
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Generative and Agentic AI

Agentic AI

Agentic AI: a practical guide to decide when systems should plan and act, and where autonomy should stop.

Generative and Agentic AIDeliveryOperating model
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Generative and Agentic AI

AI agents for business workflows

AI agents for business workflows: a practical guide to redesign end-to-end work around goals, tools, exceptions, and accountable owners.

Generative and Agentic AILeadershipOperating model
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Generative and Agentic AI

Human-in-the-loop systems

Human-in-the-loop systems: a practical guide to place human judgment at the points where it changes quality, safety, or accountability.

Generative and Agentic AILeadershipOperating model
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Generative and Agentic AI

AI copilots

AI copilots: a practical guide to embed assistance into the moment of work without creating a parallel destination.

Generative and Agentic AIDeliveryOperating model
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Generative and Agentic AI

Enterprise knowledge assistants

Enterprise knowledge assistants: a practical guide to make governed organizational knowledge easier to find, interpret, and apply.

Generative and Agentic AILeadershipEconomics
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Generative and Agentic AI

Retrieval-augmented generation

Retrieval-augmented generation: a practical guide to connect model responses to relevant sources and observable retrieval behavior.

Generative and Agentic AIDeliveryOperating model
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Generative and Agentic AI

Model customization

Model customization: a practical guide to choose the lightest customization method that solves the actual performance gap.

Generative and Agentic AILeadershipOperating model
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Generative and Agentic AI

Fine-tuning decisions

Fine-tuning decisions: a practical guide to reserve training investment for stable patterns that prompts, tools, or retrieval cannot address.

Generative and Agentic AIDeliveryEconomics
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Generative and Agentic AI

AI workflow redesign

AI workflow redesign: a practical guide to change the workflow rather than placing a chat box on top of existing friction.

Generative and Agentic AILeadershipOperating model
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Generative and Agentic AI

AI orchestration

AI orchestration: a practical guide to coordinate models, tools, data, state, approvals, and recovery as one operating system.

Generative and Agentic AIDeliveryOperating model
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Generative and Agentic AI

AI evaluation

AI evaluation: a practical guide to measure task performance, risk, user value, and change over time before trust is assumed.

Generative and Agentic AILeadershipEconomics
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Generative and Agentic AI

AI reliability

AI reliability: a practical guide to design for variable outputs, external dependencies, degraded modes, and recovery.

Generative and Agentic AIDeliveryOperating model
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Generative and Agentic AI

AI observability

AI observability: a practical guide to give operators evidence about inputs, decisions, costs, failures, and user outcomes.

Generative and Agentic AILeadershipOperating model
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Generative and Agentic AI

AI security

AI security: a practical guide to protect data, identities, tools, prompts, models, and downstream actions as one attack surface.

Generative and Agentic AIDeliveryEconomics
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Generative and Agentic AI

Guardrails

Guardrails: a practical guide to combine technical constraints with policy, workflow, monitoring, and escalation.

Generative and Agentic AILeadershipOperating model
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Generative and Agentic AI

Responsible AI

Responsible AI: a practical guide to translate principles into product decisions, ownership, evidence, and redress.

Generative and Agentic AIDeliveryOperating model
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Generative and Agentic AI

AI governance

AI governance: a practical guide to make decision rights and assurance proportionate to material risk.

Generative and Agentic AILeadershipEconomics
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Generative and Agentic AI

AI risk management

AI risk management: a practical guide to identify, assess, treat, monitor, and communicate risk across the system lifecycle.

Generative and Agentic AIDeliveryOperating model
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