Agentic AI治理：企业管理者实操指南

The Field Guide ForEnterprise LeadersThe Field Guide ForEnterprise Leaders Table of contentsTable of contents 1.3IntroductionIntroduction3 2.5AI Inflection Part 1: AI Governance Framework and Why the Third Changes Everything2.Al lnflection Part 1: Al Governance Framework and Why the Third Changes Everything 5 3.11AI Inflection Part 2: What Agentic AI Governance RequiresAl lnflection Part 2: What Agentic Al Governance Requires113. 4.16AI Inflection Part 3: The Structural Components of Agentic AI Governance4. Al lnflection Part 3: The Structural Components of Agentic Al Governance16 5.Five Tests for a True Agentic AI Governance Process5. Five Tests for a True Agentic AlGovernance Process 2020 2424 6.What the Adjacent Tools Are — and Are NotWhat the Adjacent Tools Are - and Are Not6. 7.Comprehensive AI Governance Wins Trust — and Trust Wins EverythingComprehensive Al Governance Wins Trustand Trust Wins Everything 3535 The Accountability Question Nobody Is Asking Loudly EnoughThe Accountability Question Nobody Is Asking Loudly Enough 8. 9.A Practical Assessment for Enterprise Leaders9. A Practical Assessment for Enterprise Leaders 3838 4343 10About the Authors10 About the Authors Agentic AI Governance:A Field Guide forEnterprise LeadersAgentic Al Governance:A Field Guide forEnterprise Leaders That foundational framework hasnavigated two major AI inflection points:the predictive AI era and the generativeAI era. It is now facing a third, the mostdemanding yet, the Agentic AI era. Thisfield guide explains what that demands,where adjacent tools fall short, andwhere the market is headed.That foundational framework hasnavigated two major Al inflection points:the predictive Al era and the generativeAl era. It is now facing a third, the mostdemanding yet, the Agentic Al era. Thisfield guide explains what that demandswhere adjacent tools fall short, andwhere the market is headed. The AI Governance category wascreated in 2020 to solve a problem thatthe market did not yet have a name for:how do you make AI accountabilitycontextual to the sector and use case,continuous across the full lifecycle, andcomprehensive across the full scope ofrisk.The Al Governance category wascreated in 2020 to solve a problem thatthe market did not yet have a name for:how do you make Al accountabilitycontextual to the sector and use case,continuous across the full lifecycle, andcomprehensive across the full scope ofrisk. AI Governance: Why it mattersAl Governance: Why it matters Manages RiskManages Risk Accelerates InnovationAccelerates Innovation AI Governance gives enterprises theconfidence to move faster — not slower.When risk is understood, documented,and managed, teams deploy AI withoutinstitutional hesitation. Governed AI isdeployable AI.Al Governance gives enterprises theconfidence to move faster - not slowerWhen risk is understood, documented,and managed, teams deploy Al withoutinstitutional hesitation. Governed Al isdeployable Al. AI Governance is the systematiccapability to identify, assess, and manageAI risk across the full lifecycle — beforedeployment, at runtime, and throughevery change in the regulatoryenvironment.Al Governance is the systematiccapability to identify, assess, and manageAl risk across the full lifecycle - beforedeployment, at runtime, and throughevery change in the regulatoryenvironment. Maintains Accountabilityat Agentic SpeedMaintains Accountabilityat Agentic Speed Ensures AI is trustworthyEnsures Al is trustworthy Trust in AI systems is not declared — it isdemonstrated through evidence. AIGovernance produces the accountabilityrecord that makes trust legible to boards,regulators, and customers.Trust in Al systems is not declared - it isdemonstrated through evidence. AlGovernance produces the accountabilityrecord that makes trust legible to boards,regulators, and customers. Trust in AI systems is established when AIGovernance maintains accountabilitythat keeps up with the growing demandsof agentic workflows.Trust in Al systems is established when AlGovernance maintains accountabilitythat keeps up with the growing demandsof agentic workflows. The Data: The Rise of Agentic AIand the Widening AI Governance GapThe Data: The Rise of Agentic Aland the Widening Al Governance Gap The numbers are unambiguous. AgenticAI is scaling at a rate that has nohistorical precedent in enterprisetechnology. The AI GovernanceThe numbers are unambiguous. AgenticAl is scaling at a rate that has nohistorical precedent in enterprisetechnology. The Al Governance infrastructure to match it does not exist.That gap is already producing failures,abandoned projects, and accountabilitycrises at scale.infrastructure to match it does not existThat gap is already producing failures:abandoned projects, and accountabilitycrises at scale The rise of Agentic AiThe rise of Agentic Ai 327%327% 57%57% 8x Increase in enterprise appsembedding AI agents — under5% to 40% in one year. Increase in enterprise appsembedding Al