Hands-on Agentic AI for Leaders
What You'll Achieve
Launch your AI productivity stack for speed and superior performance
- Configure AI profiles, memory, and custom instructions to personalize model output
- Build a version-controlled AI asset library in GitHub and Cursor for instant access to high-performing prompts
- Create your Agentic AI Repository to catalog workflows, track assets, and identify automation opportunities
Design AI workflows across the autonomy spectrum
- Deconstruct workflows into agentic steps using the 7 building blocks for AI automation
- Analyze orchestration patterns to design scalable, reliable AI systems
- Map your use cases to the autonomy spectrum to select the right level of AI control
Build Agent Skills that package your unique expertise to operationalize your use cases
- Build reusable Agent Skills that capture your procedural knowledge for repeatable task execution
- Apply Skills to operationalize content creation, research, data analysis, automation, and strategy workflows
- Register Skills in your Agentic AI Repository and link them to workflows for continuous improvement
Build prompt workflows and project workspaces that compound your work over time
- Design prompts and instructions that control workflow execution, branching logic, and task sequences
- Configure project workspaces with memory, external knowledge, and custom instructions across AI platforms
- Eliminate repetitive context-setting by building AI environments that remember and improve
Build browser workflows with AI browsers to automate web-based tasks
- Build browser workflows that execute multi-step web tasks with manual triggers or scheduled automation
- Configure AI browsers (Claude in Chrome, ChatGPT Canvas, Perplexity Comet, Google Chrome, Microsoft Edge) for your workflow requirements
- Automate repetitive web tasks to reclaim hours each week while browser workflows run hands-free
Ship autonomous agents that execute complex workflows without human intervention
- Deploy autonomous agents across ChatGPT Agent mode, Claude Subagents, M365 Copilot Agents, and Google Workspace Agents
- Build custom agent workflows and conversational UX with OpenAI AgentKit (Agent Builder and ChatKit)
- Transform manual workflows into autonomous agents that execute while you focus on higher-value work
Curriculum
4 weeks of hands-on learning. Click modules to explore lessons.
Week 1
4h2 sessions · 3 modules · 11 lessons
Session 1: AI Stack Setup
2h1 module · 6 lessons
Session 2: Agentic Foundations + Projects
2h2 modules · 5 lessons
Week 2
4h2 sessions · 6 modules · 15 lessons
Session 3: Use Cases
2h4 modules · 12 lessons
Session 4: Skills + Workflows
2h2 modules · 3 lessons
Week 3
4h2 sessions · 3 modules · 9 lessons
Session 5: Agent Fundamentals + ChatGPT Agent
2h2 modules · 7 lessons
Session 6: Claude Agents
2h1 module · 2 lessons
Week 4
4h2 sessions · 4 modules · 10 lessons
Session 7: OpenAI + Google Agents
2h2 modules · 6 lessons
Session 8: Operationalize + Wrap-up
2h2 modules · 4 lessons
What Students Say
“I had zero experience with AI tools beyond basic question-and-answer. The course provided a foundation for thinking about and leveraging AI tools to produce high-quality work. For those in sales or marketing, building a foundation in AI tools is a must. By the end of the course, you will have the ability to develop and leverage agents to make both your professional and personal life more efficient.”
“”
“James Gray's course represents something increasingly rare: AI education that treats participants as thoughtful practitioners rather than potential future evangelists. More than offering either breathless evangelism or dense technical theory, he creates space for genuine understanding. This matters particularly for business leaders operating at strategic levels, where the question isn't whether AI agents will reshape operations, but how to implement them intelligently. The structure proved essential. James maintained group sizes that allowed genuine engagement with individual challenges. Being able to address specific implementation issues in small groups, whether during dedicated office hours or woven into sessions themselves, transformed abstract concepts into actionable understanding that one can eventually pass on. For those of us working strategically across organisations, this individual attention was invaluable. What distinguished the programme was its focus on AI agents as practical tools. James guided us through the specifics of building and deploying agents within actual workflows - not demonstrations of possibility, but frameworks for immediate strategic utility. Those conversations became spaces where individual problems illuminated broader patterns. A question about agent behaviour in one domain would spark insights applicable across contexts. James draws connections between technical architecture and strategic implementation without flattening either. For business leaders moving beyond experimentation into genuine integration of AI agents, this course offers something more valuable than inspiration, though it provides that too. It offers method. Worth the investment entirely.”
“Loved the course and how much James kept it up to date with all of the rapid changes happening even over the course of our 4 weeks. He is very available and is very enthusiastic and helpful.”
“Amazing course - learnt so much, this space is moving so fast with new product releases every day, but James helps to guide you through the complexity and is incredibly generous with his time and expertise. Highly recommended!”
“”
“I absolutely loved learning with James over the past four weeks. He is a phenomenal instructor who transformed a topic that initially felt overwhelming into something clear, enjoyable, and accessible. I'm genuinely amazed at how much progress I made in such a short time. I can't recommend James or this course highly enough.”
“Really enjoyed this course and James was great!”
“Since finishing James' course last month, I have felt a lot more confident not only using, but talking about Agentic AI. James' classes are well-structured, and his resources are super useful. Beyond this, James is a great teacher and very available to give extra-support. Can't recommend enough!”
“Great hands on training and James is really there to help you succeed”
“A fantastic course to get you on the tools and making things happen. James made it not just engaging - but possible! He met us where we were at, and coached and supported us to progress at pace. A total unlock for me.”
“Just completed an excellent course that bridges AI theory with practical leadership application. Key highlights: Up-to-date content that addresses the latest developments in agentic AI systems—crucial for making informed decisions about AI adoption and strategy. Real-life examples that grounded complex concepts in concrete business scenarios, making it easier to envision implementation within organizations. Clear technical explanations that built understanding without overwhelming non-technical leaders. When issues arose in hands-on exercises, solutions were actionable and confidence-building. Comprehensive materials including presentations for quick reference and team sharing. The course equipped me with both the conceptual framework and practical knowledge to lead AI initiatives confidently. Highly recommended for leaders navigating the AI landscape.”
“It was an amazing course. I enjoyed learning AI with James, and I'd highly encourage others to sign up for it.”
“The "Hands-on AI for High-Performance Leaders" course delivers exactly what its title promises. James Gray's practical approach combines real-world AI implementation strategies for leaders. The course provided actionable frameworks for integrating AI into organizational processes. The hands-on exercises were particularly valuable, helping translate theoretical concepts into practical applications. Recommended for leaders seeking to effectively leverage AI in their daily workflows.”
“Just wrapped up James Gray's Agentic AI course and I am genuinely impressed. You can tell James loves what he does. He gets excited when you figure something out, he's patient when you are struggling, and he actually wants you to succeed. The endless discussions, always going over office hours just to make sure you get it, that energy made learning so much easier. I walked in not knowing much at all. I walked out building agents, creating workflows, and actually using this stuff in real life. Huge difference. Thanks James :) if anyone wants to learn AI hands-on from someone who truly enjoys teaching, he's your guy.”
“A great course that shows the capability of AI and provides an opportunity to try and solve your problems using the tools.”
“”
“This class is a great opportunity to learn AI from James Gray, a seasoned Microsoft and UC Berkeley learning facilitator, coach and alum whose energetic teaching style, passion and straightforward lesson plan make complex topics feel accessible. The hands-on approach provides real-world and practical insights which can be applied immediately at or outside of work. Each lesson is clear and thought-provoking; the optional office hours and cohort-based learning make learning fun. Thanks James for sharing your knowledge, patience and inspiring us along the way.”
“James Gray's was excellent. It was detailed, informative, and covered advanced concepts and use cases with agents that I haven't seen explained elsewhere. Highly recommended for anyone looking for practical knowledge on Ai assistants.”
“This class is excellent. James is a thorough and clear instructor with a lot of patience and can help anyone with the basics all the way to complicated back end AI coding. Highly recommend the class for anyone at any level, it has changed the way I use AI entirely.”
“Good for the basics of how to connect tools together with different AI systems”
“Incredible program. Beyond the live training sessions, James has office hours and one-on-one time to help you unlock AI use cases for your specific job and interests. It's like having your own expert AI-consultant for a very low price.”
“James provides complex material and topics on AI automation in a small group setting that really allows and encourages exploration and success. I would recommend this course to anyone that want to learn more about building agents!”
“This is an excellent introduction to what is possible with using modern LLMs. Perfect blend of conceptual vs. hands on - which is hard to do in a fast-paced 4 week class. There is no pressure to complete assignments which I really enjoyed - though you feel a real need to keep up with the material. James is a great instructor with patience few possess. I will likely enroll in another class at some point. Highly recommended especially for those who are not very IT saavy!”
“Highly recommend this course if you are looking to move from using AI as personal assistant to strategic use in your day to day work. James is incredibly knowledgeable, accessible and supportive to folks at all stages of their AI upskilling journeys. Take this course when you are ready to dedicate time to building with AI and want support getting started with the best tools out there.”
“A wonderful learning experience for anyone looking to get started in this ever-evolving AI world. I feel a lot more confident in trying out things that I always thought were "too-technical".”
“It was a great course for me, James did outlay the AI Universe and there is a lot to take in. The future access to the course material gives you good library to work with.”
“This course is a must for anyone ready to move from basic AI use to strategic, daily application. James is knowledgeable, supportive, and keeps the content current with the fast pace of AI development. The hands-on materials and practical guidance gave me a new, clearer understanding of how to use AI effectively. It has completely reshaped how I approach AI, turning it from something complex into a powerful partner. James truly delivers on his promise.”
“This course was very helpful to understand what we can accomplish using the LLM on a day today basis. It gives a common man approach to identify opportunities and problems to solve using Agentic AI concepts without coding.”
“I gained valuable understanding from this course. I plan to continue learning through the course materials, which offer many hands-on activities and unique insights not found elsewhere. This course has completely changed the way I see and use AI. It has become an ally for my team and me, whereas before it felt like something distant and complex. James delivers exactly what he promises.”
“James's course was excellent and I highly recommend it. The syllabus had a great mix of foundational concepts and hands-on application. I do not have a technical background but was vibe coding and building agents in Cursor by the end of the course, and automated several of my workflows.”
“I found this course to be the perfect mix of Ai concepts and hands on exercises. I was quite unfamiliar with AI tools in a business context, and this course truly set the foundation for me to utilize AI in a practical way.”
“I had zero experience with AI tools beyond basic question-and-answer. The course provided a foundation for thinking about and leveraging AI tools to produce high-quality work. For those in sales or marketing, building a foundation in AI tools is a must. By the end of the course, you will have the ability to develop and leverage agents to make both your professional and personal life more efficient.”
“”
“James Gray's course represents something increasingly rare: AI education that treats participants as thoughtful practitioners rather than potential future evangelists. More than offering either breathless evangelism or dense technical theory, he creates space for genuine understanding. This matters particularly for business leaders operating at strategic levels, where the question isn't whether AI agents will reshape operations, but how to implement them intelligently. The structure proved essential. James maintained group sizes that allowed genuine engagement with individual challenges. Being able to address specific implementation issues in small groups, whether during dedicated office hours or woven into sessions themselves, transformed abstract concepts into actionable understanding that one can eventually pass on. For those of us working strategically across organisations, this individual attention was invaluable. What distinguished the programme was its focus on AI agents as practical tools. James guided us through the specifics of building and deploying agents within actual workflows - not demonstrations of possibility, but frameworks for immediate strategic utility. Those conversations became spaces where individual problems illuminated broader patterns. A question about agent behaviour in one domain would spark insights applicable across contexts. James draws connections between technical architecture and strategic implementation without flattening either. For business leaders moving beyond experimentation into genuine integration of AI agents, this course offers something more valuable than inspiration, though it provides that too. It offers method. Worth the investment entirely.”
“Loved the course and how much James kept it up to date with all of the rapid changes happening even over the course of our 4 weeks. He is very available and is very enthusiastic and helpful.”
“Amazing course - learnt so much, this space is moving so fast with new product releases every day, but James helps to guide you through the complexity and is incredibly generous with his time and expertise. Highly recommended!”
“”
“I absolutely loved learning with James over the past four weeks. He is a phenomenal instructor who transformed a topic that initially felt overwhelming into something clear, enjoyable, and accessible. I'm genuinely amazed at how much progress I made in such a short time. I can't recommend James or this course highly enough.”
“Really enjoyed this course and James was great!”
“Since finishing James' course last month, I have felt a lot more confident not only using, but talking about Agentic AI. James' classes are well-structured, and his resources are super useful. Beyond this, James is a great teacher and very available to give extra-support. Can't recommend enough!”
“Great hands on training and James is really there to help you succeed”
“A fantastic course to get you on the tools and making things happen. James made it not just engaging - but possible! He met us where we were at, and coached and supported us to progress at pace. A total unlock for me.”
“Just completed an excellent course that bridges AI theory with practical leadership application. Key highlights: Up-to-date content that addresses the latest developments in agentic AI systems—crucial for making informed decisions about AI adoption and strategy. Real-life examples that grounded complex concepts in concrete business scenarios, making it easier to envision implementation within organizations. Clear technical explanations that built understanding without overwhelming non-technical leaders. When issues arose in hands-on exercises, solutions were actionable and confidence-building. Comprehensive materials including presentations for quick reference and team sharing. The course equipped me with both the conceptual framework and practical knowledge to lead AI initiatives confidently. Highly recommended for leaders navigating the AI landscape.”
“It was an amazing course. I enjoyed learning AI with James, and I'd highly encourage others to sign up for it.”
“The "Hands-on AI for High-Performance Leaders" course delivers exactly what its title promises. James Gray's practical approach combines real-world AI implementation strategies for leaders. The course provided actionable frameworks for integrating AI into organizational processes. The hands-on exercises were particularly valuable, helping translate theoretical concepts into practical applications. Recommended for leaders seeking to effectively leverage AI in their daily workflows.”
“Just wrapped up James Gray's Agentic AI course and I am genuinely impressed. You can tell James loves what he does. He gets excited when you figure something out, he's patient when you are struggling, and he actually wants you to succeed. The endless discussions, always going over office hours just to make sure you get it, that energy made learning so much easier. I walked in not knowing much at all. I walked out building agents, creating workflows, and actually using this stuff in real life. Huge difference. Thanks James :) if anyone wants to learn AI hands-on from someone who truly enjoys teaching, he's your guy.”
“A great course that shows the capability of AI and provides an opportunity to try and solve your problems using the tools.”
“”
“This class is a great opportunity to learn AI from James Gray, a seasoned Microsoft and UC Berkeley learning facilitator, coach and alum whose energetic teaching style, passion and straightforward lesson plan make complex topics feel accessible. The hands-on approach provides real-world and practical insights which can be applied immediately at or outside of work. Each lesson is clear and thought-provoking; the optional office hours and cohort-based learning make learning fun. Thanks James for sharing your knowledge, patience and inspiring us along the way.”
“James Gray's was excellent. It was detailed, informative, and covered advanced concepts and use cases with agents that I haven't seen explained elsewhere. Highly recommended for anyone looking for practical knowledge on Ai assistants.”
“This class is excellent. James is a thorough and clear instructor with a lot of patience and can help anyone with the basics all the way to complicated back end AI coding. Highly recommend the class for anyone at any level, it has changed the way I use AI entirely.”
“Good for the basics of how to connect tools together with different AI systems”
“Incredible program. Beyond the live training sessions, James has office hours and one-on-one time to help you unlock AI use cases for your specific job and interests. It's like having your own expert AI-consultant for a very low price.”
“James provides complex material and topics on AI automation in a small group setting that really allows and encourages exploration and success. I would recommend this course to anyone that want to learn more about building agents!”
“This is an excellent introduction to what is possible with using modern LLMs. Perfect blend of conceptual vs. hands on - which is hard to do in a fast-paced 4 week class. There is no pressure to complete assignments which I really enjoyed - though you feel a real need to keep up with the material. James is a great instructor with patience few possess. I will likely enroll in another class at some point. Highly recommended especially for those who are not very IT saavy!”
“Highly recommend this course if you are looking to move from using AI as personal assistant to strategic use in your day to day work. James is incredibly knowledgeable, accessible and supportive to folks at all stages of their AI upskilling journeys. Take this course when you are ready to dedicate time to building with AI and want support getting started with the best tools out there.”
“A wonderful learning experience for anyone looking to get started in this ever-evolving AI world. I feel a lot more confident in trying out things that I always thought were "too-technical".”
“It was a great course for me, James did outlay the AI Universe and there is a lot to take in. The future access to the course material gives you good library to work with.”
“This course is a must for anyone ready to move from basic AI use to strategic, daily application. James is knowledgeable, supportive, and keeps the content current with the fast pace of AI development. The hands-on materials and practical guidance gave me a new, clearer understanding of how to use AI effectively. It has completely reshaped how I approach AI, turning it from something complex into a powerful partner. James truly delivers on his promise.”
“This course was very helpful to understand what we can accomplish using the LLM on a day today basis. It gives a common man approach to identify opportunities and problems to solve using Agentic AI concepts without coding.”
“I gained valuable understanding from this course. I plan to continue learning through the course materials, which offer many hands-on activities and unique insights not found elsewhere. This course has completely changed the way I see and use AI. It has become an ally for my team and me, whereas before it felt like something distant and complex. James delivers exactly what he promises.”
“James's course was excellent and I highly recommend it. The syllabus had a great mix of foundational concepts and hands-on application. I do not have a technical background but was vibe coding and building agents in Cursor by the end of the course, and automated several of my workflows.”
“I found this course to be the perfect mix of Ai concepts and hands on exercises. I was quite unfamiliar with AI tools in a business context, and this course truly set the foundation for me to utilize AI in a practical way.”
“I had zero experience with AI tools beyond basic question-and-answer. The course provided a foundation for thinking about and leveraging AI tools to produce high-quality work. For those in sales or marketing, building a foundation in AI tools is a must. By the end of the course, you will have the ability to develop and leverage agents to make both your professional and personal life more efficient.”
“”
“James Gray's course represents something increasingly rare: AI education that treats participants as thoughtful practitioners rather than potential future evangelists. More than offering either breathless evangelism or dense technical theory, he creates space for genuine understanding. This matters particularly for business leaders operating at strategic levels, where the question isn't whether AI agents will reshape operations, but how to implement them intelligently. The structure proved essential. James maintained group sizes that allowed genuine engagement with individual challenges. Being able to address specific implementation issues in small groups, whether during dedicated office hours or woven into sessions themselves, transformed abstract concepts into actionable understanding that one can eventually pass on. For those of us working strategically across organisations, this individual attention was invaluable. What distinguished the programme was its focus on AI agents as practical tools. James guided us through the specifics of building and deploying agents within actual workflows - not demonstrations of possibility, but frameworks for immediate strategic utility. Those conversations became spaces where individual problems illuminated broader patterns. A question about agent behaviour in one domain would spark insights applicable across contexts. James draws connections between technical architecture and strategic implementation without flattening either. For business leaders moving beyond experimentation into genuine integration of AI agents, this course offers something more valuable than inspiration, though it provides that too. It offers method. Worth the investment entirely.”
“Loved the course and how much James kept it up to date with all of the rapid changes happening even over the course of our 4 weeks. He is very available and is very enthusiastic and helpful.”
“Amazing course - learnt so much, this space is moving so fast with new product releases every day, but James helps to guide you through the complexity and is incredibly generous with his time and expertise. Highly recommended!”
“”
“I absolutely loved learning with James over the past four weeks. He is a phenomenal instructor who transformed a topic that initially felt overwhelming into something clear, enjoyable, and accessible. I'm genuinely amazed at how much progress I made in such a short time. I can't recommend James or this course highly enough.”
“Really enjoyed this course and James was great!”
“Since finishing James' course last month, I have felt a lot more confident not only using, but talking about Agentic AI. James' classes are well-structured, and his resources are super useful. Beyond this, James is a great teacher and very available to give extra-support. Can't recommend enough!”
“Great hands on training and James is really there to help you succeed”
“A fantastic course to get you on the tools and making things happen. James made it not just engaging - but possible! He met us where we were at, and coached and supported us to progress at pace. A total unlock for me.”
“Just completed an excellent course that bridges AI theory with practical leadership application. Key highlights: Up-to-date content that addresses the latest developments in agentic AI systems—crucial for making informed decisions about AI adoption and strategy. Real-life examples that grounded complex concepts in concrete business scenarios, making it easier to envision implementation within organizations. Clear technical explanations that built understanding without overwhelming non-technical leaders. When issues arose in hands-on exercises, solutions were actionable and confidence-building. Comprehensive materials including presentations for quick reference and team sharing. The course equipped me with both the conceptual framework and practical knowledge to lead AI initiatives confidently. Highly recommended for leaders navigating the AI landscape.”
“It was an amazing course. I enjoyed learning AI with James, and I'd highly encourage others to sign up for it.”
“The "Hands-on AI for High-Performance Leaders" course delivers exactly what its title promises. James Gray's practical approach combines real-world AI implementation strategies for leaders. The course provided actionable frameworks for integrating AI into organizational processes. The hands-on exercises were particularly valuable, helping translate theoretical concepts into practical applications. Recommended for leaders seeking to effectively leverage AI in their daily workflows.”
“Just wrapped up James Gray's Agentic AI course and I am genuinely impressed. You can tell James loves what he does. He gets excited when you figure something out, he's patient when you are struggling, and he actually wants you to succeed. The endless discussions, always going over office hours just to make sure you get it, that energy made learning so much easier. I walked in not knowing much at all. I walked out building agents, creating workflows, and actually using this stuff in real life. Huge difference. Thanks James :) if anyone wants to learn AI hands-on from someone who truly enjoys teaching, he's your guy.”
“A great course that shows the capability of AI and provides an opportunity to try and solve your problems using the tools.”
“”
“This class is a great opportunity to learn AI from James Gray, a seasoned Microsoft and UC Berkeley learning facilitator, coach and alum whose energetic teaching style, passion and straightforward lesson plan make complex topics feel accessible. The hands-on approach provides real-world and practical insights which can be applied immediately at or outside of work. Each lesson is clear and thought-provoking; the optional office hours and cohort-based learning make learning fun. Thanks James for sharing your knowledge, patience and inspiring us along the way.”
“James Gray's was excellent. It was detailed, informative, and covered advanced concepts and use cases with agents that I haven't seen explained elsewhere. Highly recommended for anyone looking for practical knowledge on Ai assistants.”
“This class is excellent. James is a thorough and clear instructor with a lot of patience and can help anyone with the basics all the way to complicated back end AI coding. Highly recommend the class for anyone at any level, it has changed the way I use AI entirely.”
“Good for the basics of how to connect tools together with different AI systems”
“Incredible program. Beyond the live training sessions, James has office hours and one-on-one time to help you unlock AI use cases for your specific job and interests. It's like having your own expert AI-consultant for a very low price.”
“James provides complex material and topics on AI automation in a small group setting that really allows and encourages exploration and success. I would recommend this course to anyone that want to learn more about building agents!”
“This is an excellent introduction to what is possible with using modern LLMs. Perfect blend of conceptual vs. hands on - which is hard to do in a fast-paced 4 week class. There is no pressure to complete assignments which I really enjoyed - though you feel a real need to keep up with the material. James is a great instructor with patience few possess. I will likely enroll in another class at some point. Highly recommended especially for those who are not very IT saavy!”
“Highly recommend this course if you are looking to move from using AI as personal assistant to strategic use in your day to day work. James is incredibly knowledgeable, accessible and supportive to folks at all stages of their AI upskilling journeys. Take this course when you are ready to dedicate time to building with AI and want support getting started with the best tools out there.”
“A wonderful learning experience for anyone looking to get started in this ever-evolving AI world. I feel a lot more confident in trying out things that I always thought were "too-technical".”
“It was a great course for me, James did outlay the AI Universe and there is a lot to take in. The future access to the course material gives you good library to work with.”
“This course is a must for anyone ready to move from basic AI use to strategic, daily application. James is knowledgeable, supportive, and keeps the content current with the fast pace of AI development. The hands-on materials and practical guidance gave me a new, clearer understanding of how to use AI effectively. It has completely reshaped how I approach AI, turning it from something complex into a powerful partner. James truly delivers on his promise.”
“This course was very helpful to understand what we can accomplish using the LLM on a day today basis. It gives a common man approach to identify opportunities and problems to solve using Agentic AI concepts without coding.”
“I gained valuable understanding from this course. I plan to continue learning through the course materials, which offer many hands-on activities and unique insights not found elsewhere. This course has completely changed the way I see and use AI. It has become an ally for my team and me, whereas before it felt like something distant and complex. James delivers exactly what he promises.”
“James's course was excellent and I highly recommend it. The syllabus had a great mix of foundational concepts and hands-on application. I do not have a technical background but was vibe coding and building agents in Cursor by the end of the course, and automated several of my workflows.”
“I found this course to be the perfect mix of Ai concepts and hands on exercises. I was quite unfamiliar with AI tools in a business context, and this course truly set the foundation for me to utilize AI in a practical way.”
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