How deeply does The Art of AI Product Development cover stakeholder?

Explains stakeholder groups and communication tactics through practical scenarios, but stops short of formal governance frameworks.

Stakeholder

As explained in The Art of AI Product Development

A person or group within or connected to an organization that can influence, support, constrain, or be affected by an initiative.

A stakeholder is a person or group who can influence, support, constrain, or be affected by an initiative. AI products make stakeholder work more demanding because they combine interdisciplinary teams, uncertainty, and human–machine interaction. section 12.0

Align communication with each stakeholder group’s priorities:

Coordinate engineers, data scientists, domain experts, and UX designers around technical feasibility and business objectives. section 12.0
Translate AI complexity into business outcomes for executives, sales, marketing, and customer success teams. section 12.2
Address legal, compliance, and ethics concerns with clear evidence about data protection, bias detection, fairness, and limitations. section 12.2.4

Predictive supply-chain platform

Mark coordinates a platform that predicts demand and optimizes inventory. He earns support by explaining business value in plain language, acknowledging early quality problems, and answering compliance questions about anonymized order data, regional bias, and unbalanced predictions. section 12.0 section 12.2.4

How The Art of AI Product Development covers it

Cover of The Art of AI Product Development

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Also explained in

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Everyday Data VisualizationA stakeholder is a person or group with an interest in, influence over, or responsibility for a project or its outcomes.
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Think Like a Software Engineering ManagerA stakeholder is a person or group with an interest in, influence over, or impact from a team's work or its outcomes.
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Effective Platform EngineeringA stakeholder is a person or group that influences a product's requirements or outcomes without necessarily using the product.
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Interview SpeakA stakeholder is a person or group with an interest in, influence over, or potential impact from a project, decision, or organizational outcome.
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Lead Developer Career GuideA person or group with an interest in, influence over, or impact from a project or organization.
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Machine Learning System DesignA stakeholder is a person or group with an interest in, influence over, responsibility for, or authority regarding a project or system.
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The Well-Grounded Data AnalystA stakeholder question is a question posed by a person or group affected by, responsible for, or interested in an analytical outcome.
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Collaborative Software Design: How to facilitate domain modeling decisionsA stakeholder is a person or group affected by, interested in, or able to influence the software and its organizational outcomes.

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Related concepts

subject matter expertincludes · A subject matter expert is a person with specialized knowledge or experience in a particular subject, problem area, or domain.
userincludes · A user is a person or other entity that interacts with, or is represented within, a system to access or use its functions.
clientincludes · A client is a person, organization, device, or software component that receives or uses a product, service, resource, or functionality provided by another entity.
stakeholder analysisused by · Stakeholder analysis is a technique for identifying stakeholders, their roles, their expertise, and their expected involvement in decisions.

This explainer was generated by Manning's knowledge graph from the text of The Art of AI Product Development. The section links point to the parts of the book it draws on.