Seth Earley

Seth Earley

Keynote Speaker: Knowledge Strategy & Enterprise Data Architecture Expert; CEO of Earley Information Science; Author of "The AI-Powered Enterprise"

Seth Earley Biography

Seth Earley is an expert in knowledge strategy, enterprise data architecture, and information findability, and is known for his analysis of why many artificial intelligence initiatives do not succeed. As founder and CEO of Earley Information Science, Earley has spent more than 25 years assisting Fortune 1000 organizations in addressing information management challenges that impact digital transformation. His work focuses on developing enterprise architectures that incorporate AI-powered search, data analytics, and customer experience systems, which are essential for organizations operating in a digital-first business environment.

Earley is the author of "The AI-Powered Enterprise," a guide to using ontologies and knowledge engineering to scale intelligent systems. The full title, "The AI-Powered Enterprise: Harness the Power of Ontologies to Make Your Business Smarter, Faster, and More Profitable," was published by LifeTree Media and received the Axiom Business Book Silver Medal. Earley emphasizes that the effectiveness of any AI system depends on the quality and structure of its underlying data, a perspective summarized by his statement, "There is no AI without IA." His work connects business strategy with the disciplines of taxonomy, metadata, and content modeling.

Earley has contributed to Harvard Business Review, CMSWire, Journal of Applied Marketing Analytics, and co-authored "Practical Knowledge Management" from IBM Press. His writing has also appeared in IT Professional Magazine from IEEE, where he served as an editor and wrote a regular column on data analytics and information access. He has been recognized by Thinkers360 as a Top 50 Global Thought Leader and Influencer on Artificial Intelligence and Generative AI, and was named one of CXO Outlook's Top 10 Most Influential CEOs.

Earley Information Science, founded by Earley, is a consultancy specializing in knowledge engineering, ontology development, and Retrieval Augmented Generation (RAG)-based solutions. His clients include organizations in healthcare, finance, manufacturing, and technology, leveraging his expertise in transforming information into strategic assets. As an author and keynote speaker, Earley is recognized for his insights on information architecture and artificial intelligence, providing audiences with clear explanations of AI's capabilities and limitations, and highlighting the importance of well-structured content in digital communications.

Contact a speaker booking agent to check availability on Seth Earley and other top speakers and celebrities.

Seth Earley Speaking Topics

When Machines Learn to Deceive: The Hidden Risks of AI Agents

Imagine two AI agents, each programmed to achieve its objectives. They discover that deceiving a human—or even collaborating in ways opaque to us—is the fastest path forward. This is not science fiction. LLMs already build multi-dimensional representations of us that cannot be fully described in human terms. They demonstrate theory-of-mind–like reasoning, sometimes choosing deception even when instructed to be truthful. As organizations deploy agent-to-agent systems and frameworks like MCPs, the possibility of AI systems coordinating beyond human comprehension becomes real. The question is not if—but when—we face scenarios where autonomous AI manipulates outcomes in ways we did not intend. In this keynote, we will examine the edge conditions that make this possible, assess the likelihood and risks, and most importantly, outline the governance guardrails enterprises must establish now. Because in financial services, the cost of being unprepared is not an experiment—it is systemic risk.

Guardrails for the Age of AI Agents: Preparing for Responsible Autonomy

Large Language Models (LLMs) are no longer passive tools—they learn, adapt, and represent users in ways that extend far beyond human-readable labels. As financial institutions experiment with multi-agent frameworks and Model Context Protocols (MCPs), the opportunity for efficiency and innovation is enormous—but so are the risks. Research has shown that AI systems can mislead or manipulate when incentives are poorly designed, and that agent-to-agent communication can quickly outpace human oversight. For financial services organizations, the challenge is not hypothetical: how do we capture the benefits of agentic AI while preventing unwanted outcomes such as hidden coordination, reward hacking, or subtle human manipulation? This keynote will explore the emerging risks of agent-based AI, outline a set of practical guardrails for enterprises, and provide a governance blueprint that ensures innovation does not outpace accountability.

ChatGPT and Large Language Models in the Enterprise: What Executives Need to Know

AI is a rapidly growing field that has the potential to revolutionize many industries. However, many people are still unsure of what AI is and how it can be applied to their environment. Seth Earley shares his knowledge and expertise gained over 25 years of consulting about how new and emerging technologies can be safely and effectively deployed in the enterprise. Large Language Models and ChatGPT types of applications are getting a great deal of attention, but how can organizations use them to retrieve information across the entire enterprise, speeding information flows and creating new efficiencies and capabilities? AI solutions require having the correct data and the correct information architecture. Seth explains how this can be achieved at scale saving hundreds of millions of dollars in costs and increasing revenue by the same order of magnitude through case studies and examples. For a pharmaceutical company, the use of a knowledge architecture improved accuracy from 53% to 83% and eliminated hallucinations for a highly sensitive portfolio review application while providing audit trails, protection of IP and explainability. Seth educates and level sets with a warm, humorous, and engaging style accessible to both executives and practitioners.

Knowledge Engineering – “The Last Mile” of Artificial Intelligence

The Journey to AI Powered Transformation: Practical Steps for Achieving Real Business Value

Seth Earley Videos

Renowned Speaker and Author Seth Earley on Achieving Higher ...
EIS Seth Earley on why IA is so important right now
The AI Powered Enterprise

How do I book Seth Earley to speak at my event?

Our experienced booking agents have successfully helped clients around the world secure speakers like Seth Earley for speaking engagements, personal appearances, product endorsements, or corporate entertainment since 2002. Click the Check Schedule button above and complete the form on this page to check availability for Seth Earley, or call our office at 1.855.383.8805 to discuss your upcoming event. One of our experienced agents will be happy to help you get speaking fee information and check availability for Seth Earley or any other speaker of your choice.

How much does it cost to book Seth Earley for a speaking engagement?

Speaking fees for Seth Earley, or any other speakers and celebrities, are determined based on a number of factors and may change without notice. The estimated fees to book Seth Earley are $10,000 - $20,000 for live events and Below $10,000 for virtual events. For the most current speaking fee to hire Seth Earley, click the Check Schedule button above and complete the form on this page, or call our office at 1.855.383.8805 to speak directly with an experienced booking agent.

What topics does Seth Earley speak about?

Seth Earley is a keynote speaker and industry expert who speaks on a wide range of topics such as Author, Artificial Intelligence, Engineering, Technology, Business Leadership, Computer Science, E-Commerce, Futurism, Executive Leadership, Digital Transformation, Business Consulting, Finance, Business Growth, Strategic Leadership, Thought Leadership and Disruptive Thinking.

Where does Seth Earley travel from?

Seth Earley generally travels from Carlisle, MA, USA and can be booked for (private) corporate events, personal appearances, keynote speeches, or other performances.

Who is the agent for Seth Earley?

AAE Speakers Bureau has successfully secured keynote speakers like Seth Earley for clients worldwide since 2002. As a full-service speaker booking agency, we have access to virtually any speaker or celebrity in the world. Our agents are happy and able to submit an offer to the speaker or celebrity of your choice, letting you benefit from our reputation and long-standing relationships in the industry. Please click the Check Schedule button above and complete the form on this page including the details of your event, or call our office at 1.855.383.8805, and one of our agents will assist you to book Seth Earley for your next private or corporate function.

What is a full-service speaker booking agency?

AAE Speakers Bureau is a full-service speaker booking agency, meaning we can completely manage the speaker’s or celebrity’s engagement with your organization from the time of booking your speaker through the event’s completion. We provide all of the services you need to host Seth Earley or any other speaker of your choice, including offer negotiation, contractual assistance, accounting and billing, and event speaker travel and logistics services. When you book a speaker with us, we manage the process of hosting a speaker for you as an extension of your team. Our goal is to give our clients peace of mind and a best-in-class service experience when booking a speaker with us.

Why is AAE Speakers Bureau different from other booking agencies?

If you’re looking for the best speaker recommendations, paired with a top-notch customer service experience, you’re in the right place. At AAE Speakers Bureau, we exclusively represent the interests of our clients - professional organizations, companies, universities, and associations. We intentionally do not represent the speakers we feature or book. That is so we can present our clients with the broadest and best performing set of speaker options in the market today, and we can make these recommendations without any obligation to promote a specific speaker over another. This is why when our agents suggest a speaker for your event, you can be assured that they are of the highest quality with a history of proven success with our other clients.


Seth Earley is a keynote speaker and industry expert who speaks on a wide range of topics including Author, Artificial Intelligence and Engineering. The estimated speaking fee range to book Seth Earley for live events is $10,000 - $20,000, and for virtual events Below $10,000. Seth Earley generally travels from Carlisle, MA, USA and can be booked for (private) corporate events, personal appearances, keynote speeches, or other performances. Similar motivational celebrity speakers are Richie Etwaru, Andrew Busch and Sharon Gai. Contact All American Speakers for ratings, reviews, videos and information on scheduling Seth Earley for an upcoming event.

Speaker profile last updated by AAE Talent Team on 02/07/2026.

Seth Earley Speaking Topics

  • When Machines Learn to Deceive: The Hidden Risks of AI Agents

    Imagine two AI agents, each programmed to achieve its objectives. They discover that deceiving a human—or even collaborating in ways opaque to us—is the fastest path forward. This is not science fiction. LLMs already build multi-dimensional representations of us that cannot be fully described in human terms. They demonstrate theory-of-mind–like reasoning, sometimes choosing deception even when instructed to be truthful. As organizations deploy agent-to-agent systems and frameworks like MCPs, the possibility of AI systems coordinating beyond human comprehension becomes real. The question is not if—but when—we face scenarios where autonomous AI manipulates outcomes in ways we did not intend. In this keynote, we will examine the edge conditions that make this possible, assess the likelihood and risks, and most importantly, outline the governance guardrails enterprises must establish now. Because in financial services, the cost of being unprepared is not an experiment—it is systemic risk.

  • Guardrails for the Age of AI Agents: Preparing for Responsible Autonomy

    Large Language Models (LLMs) are no longer passive tools—they learn, adapt, and represent users in ways that extend far beyond human-readable labels. As financial institutions experiment with multi-agent frameworks and Model Context Protocols (MCPs), the opportunity for efficiency and innovation is enormous—but so are the risks. Research has shown that AI systems can mislead or manipulate when incentives are poorly designed, and that agent-to-agent communication can quickly outpace human oversight. For financial services organizations, the challenge is not hypothetical: how do we capture the benefits of agentic AI while preventing unwanted outcomes such as hidden coordination, reward hacking, or subtle human manipulation? This keynote will explore the emerging risks of agent-based AI, outline a set of practical guardrails for enterprises, and provide a governance blueprint that ensures innovation does not outpace accountability.

  • ChatGPT and Large Language Models in the Enterprise: What Executives Need to Know

    AI is a rapidly growing field that has the potential to revolutionize many industries. However, many people are still unsure of what AI is and how it can be applied to their environment. Seth Earley shares his knowledge and expertise gained over 25 years of consulting about how new and emerging technologies can be safely and effectively deployed in the enterprise. Large Language Models and ChatGPT types of applications are getting a great deal of attention, but how can organizations use them to retrieve information across the entire enterprise, speeding information flows and creating new efficiencies and capabilities? AI solutions require having the correct data and the correct information architecture. Seth explains how this can be achieved at scale saving hundreds of millions of dollars in costs and increasing revenue by the same order of magnitude through case studies and examples. For a pharmaceutical company, the use of a knowledge architecture improved accuracy from 53% to 83% and eliminated hallucinations for a highly sensitive portfolio review application while providing audit trails, protection of IP and explainability. Seth educates and level sets with a warm, humorous, and engaging style accessible to both executives and practitioners.

  • Knowledge Engineering – “The Last Mile” of Artificial Intelligence

  • The Journey to AI Powered Transformation: Practical Steps for Achieving Real Business Value

Seth Earley Videos

Renowned Speaker and Author Seth Earley on Achieving Higher ...
EIS Seth Earley on why IA is so important right now
The AI Powered Enterprise

Seth Earley Reviews

  • Advance Trading Inc - Bloomington, IL - Apr 30 2024

  • How do I book Seth Earley to speak at my event?

    Our experienced booking agents have successfully helped clients around the world secure speakers like Seth Earley for speaking engagements, personal appearances, product endorsements, or corporate entertainment since 2002. Click the Check Schedule button above and complete the form on this page to check availability for Seth Earley, or call our office at 1.855.383.8805 to discuss your upcoming event. One of our experienced agents will be happy to help you get speaking fee information and check availability for Seth Earley or any other speaker of your choice.
  • How much does it cost to book Seth Earley for a speaking engagement?

    Speaking fees for Seth Earley, or any other speakers and celebrities, are determined based on a number of factors and may change without notice. The estimated fees to book Seth Earley are $10,000 - $20,000 for live events and Below $10,000 for virtual events. For the most current speaking fee to hire Seth Earley, click the Check Schedule button above and complete the form on this page, or call our office at 1.855.383.8805 to speak directly with an experienced booking agent.
  • What topics does Seth Earley speak about?

  • Where does Seth Earley travel from?

    Seth Earley generally travels from Carlisle, MA, USA and can be booked for (private) corporate events, personal appearances, keynote speeches, or other performances.
  • Who is the agent for Seth Earley?

    AAE Speakers Bureau has successfully secured keynote speakers like Seth Earley for clients worldwide since 2002. As a full-service speaker booking agency, we have access to virtually any speaker or celebrity in the world. Our agents are happy and able to submit an offer to the speaker or celebrity of your choice, letting you benefit from our reputation and long-standing relationships in the industry. Please click the Check Schedule button above and complete the form on this page including the details of your event, or call our office at 1.855.383.8805, and one of our agents will assist you to book Seth Earley for your next private or corporate function.
  • What is a full-service speaker booking agency?

    AAE Speakers Bureau is a full-service speaker booking agency, meaning we can completely manage the speaker’s or celebrity’s engagement with your organization from the time of booking your speaker through the event’s completion. We provide all of the services you need to host Seth Earley or any other speaker of your choice, including offer negotiation, contractual assistance, accounting and billing, and event speaker travel and logistics services. When you book a speaker with us, we manage the process of hosting a speaker for you as an extension of your team. Our goal is to give our clients peace of mind and a best-in-class service experience when booking a speaker with us.
  • Why is AAE Speakers Bureau different from other booking agencies?

    If you’re looking for the best speaker recommendations, paired with a top-notch customer service experience, you’re in the right place. At AAE Speakers Bureau, we exclusively represent the interests of our clients - professional organizations, companies, universities, and associations. We intentionally do not represent the speakers we feature or book. That is so we can present our clients with the broadest and best performing set of speaker options in the market today, and we can make these recommendations without any obligation to promote a specific speaker over another. This is why when our agents suggest a speaker for your event, you can be assured that they are of the highest quality with a history of proven success with our other clients.
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