Evaluating AI Companies: A Practical Framework for Investors, Private Equity, Venture Capital, Corporate Development, and M&A Professionals (The Mechanics of Artificial Intelligence Series, Band 2) - Softcover

House, Ratan Publishing

Softcover

ISBN 13: 9798190453782

Verlag: Independently published, 2026

Inhaltsangabe

Understand how to evaluate AI companies as businesses, not just as technology.



Artificial Intelligence is creating entirely new industries, business models, and investment opportunities. Traditional software valuation frameworks are no longer enough. Investors, acquirers, consultants, and corporate development teams need new ways to distinguish durable competitive advantages from temporary technological excitement.



Evaluating AI Companies provides a practical framework for analysing AI businesses from first principles. Rather than focusing on programming or model development, this book explains how AI companies create value, where competitive advantages emerge, how risks develop, and what questions matter during investment and acquisition decisions.



Inside this book you will learn how to:



Understand the AI value chain from chips to applications.

Differentiate AI-native and AI-enabled companies.

Identify genuine competitive moats in AI businesses.

Evaluate data advantages, model advantages, integration, and distribution.

Assess foundation model companies, infrastructure providers, middleware platforms, and AI applications.

Analyse revenue quality, unit economics, inference costs, and margin trajectories.

Evaluate customer concentration, talent concentration, compute commitments, and operational risks.

Perform AI-specific due diligence for acquisitions and investments.

Interpret benchmark claims and recognise common red flags.

Value pre-revenue AI companies using structured commercial frameworks.

Build more meaningful comparable-company analyses for AI businesses.

Construct diversified AI investment portfolios across the value chain.



Featuring practical frameworks, original diagrams, worked examples, industry insights, review questions, and actionable due diligence tools, this book helps readers move beyond headlines and evaluate AI businesses with greater confidence and discipline.



Whether you work in venture capital, private equity, investment banking, corporate development, strategy consulting, technology investing, or executive leadership, this guide provides a structured approach to understanding one of the world's fastest-changing industries.



Learn to evaluate AI companies with the discipline of an investor rather than the excitement of a technology observer.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 13: 9798190453782
• Einband: Taschenbuch
• Anzahl der Seiten: 195
• Kontakt zum Hersteller: Manufactured by Amazon on behalf of the author; https://www.amazon.de/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxemburg