# llms-full.txt - Comprehensive AI Crawler Information for jamesgray.ai This is the detailed version of llms.txt. For a summary, see: https://jamesgray.ai/llms.txt --- ## Site Identity name: James Gray url: https://jamesgray.ai description: AI consulting, training, and coaching services. Former Microsoft data executive, UC Berkeley instructor, and certified leadership coach helping organizations and professionals accelerate innovation through strategic AI adoption. --- ## About James Gray James Gray is a data and AI executive with over 10 years of experience at Microsoft building and scaling global analytics platforms that powered multi-billion-dollar decisions. He has served as CIO and Chief Product Officer. ### Credentials - MBA, UC Berkeley Haas School of Business - Master of Information and Data Science, UC Berkeley School of Information - Certified Leadership and Performance Coach, Brown University - AWS Certified Solutions Architect - Microsoft Azure Certified - UC Berkeley Haas Executive Education Learning Facilitator ### Professional Background - 10+ years at Microsoft building, operating, and scaling analytics platforms - Former CIO and Chief Product Officer - UC Berkeley Haas Executive Education Learning Facilitator for Data Strategy and AI courses - Experience across technology, financial services, energy, and professional services ### Philosophy James believes the gap between AI potential and business reality is human, not technical. His approach addresses both the technical edge and the inner-game advantage leaders need to scale results. ### Expertise Areas - Agentic AI and AI Agents - Claude and Anthropic AI - AI Product Management - AI for Leaders and Executives - AI for Builders and Developers - Data Strategy and Governance - Executive and Leadership Coaching - Digital Transformation - Machine Learning and Analytics - Corporate AI Training --- ## Services for Companies ### Corporate AI Training url: https://jamesgray.ai/corporate-ai-training description: Custom hands-on AI workshops for executives and teams. Training covers major AI platforms including OpenAI (GPT-4, ChatGPT), Anthropic (Claude), Google (Gemini), and Microsoft (Copilot, Azure AI). #### Who It's For - Executive teams seeking AI fluency - Technical teams building AI solutions - Cross-functional teams adopting AI workflows #### How It Works 1. Discovery Call: Discuss your team's needs, skill levels, and business objectives to design the right program. 2. Custom Curriculum: Tailored training combining strategic concepts, platform training, and hands-on exercises. 3. Interactive Workshops: Engaging sessions with practical exercises, real use cases, and collaborative learning. 4. Ongoing Support: Post-training resources, follow-up Q&A sessions, and continued guidance for your team. #### Format - Hands-on and interactive, not lecture-based - Live demonstrations, guided exercises, and practical projects - Half-day workshops to multi-day programs - Optimal group size: 10-25 for hands-on workshops, larger for presentations - Executive sessions: 5-10 participants ### Corporate Consulting url: https://jamesgray.ai/corporate-consulting description: Data and AI strategy consulting. Senior expertise on demand or full engagements to architect, scale, and embed data and AI solutions. Turn ideas into revenue in 90 days. #### Engagement Types - Board Advisory - Data Strategy and Roadmap Development - AI Strategy and Implementation - Technology Delivery Leadership - Business Transformation - M&A Due Diligence #### How It Works 1. Discovery Call: Discuss your current state, challenges, and goals to determine fit. 2. Assessment: Deep dive into your data infrastructure, team capabilities, and strategic priorities. 3. Engagement: Tailored consulting model—advisory, hands-on implementation, or executive partnership. 4. Ongoing Partnership: Continuous support as your needs evolve. #### Typical Timelines - Strategy engagements: 4-8 weeks - Implementation projects: 3-6 months - Advisory relationships: monthly retainers ### Fractional Leadership (Chief Data & AI Officer) url: https://jamesgray.ai/fractional-leadership description: Part-time Chief Data & AI Officer services. C-level data and AI leadership without full-time overhead. Strategy, implementation, and team upskilling. #### What's Included - Strategic planning - Team leadership - Stakeholder management - Vendor evaluation - Hands-on guidance #### How It Works 1. Discovery Call: Discuss your current state, challenges, and goals to determine fit. 2. Assessment: Deep dive into your data infrastructure, team capabilities, and strategic priorities. 3. Engagement: Tailored leadership model—weekly strategy sessions, hands-on implementation, or team coaching. 4. Ongoing Partnership: Continuous support as your needs evolve. #### Time Commitment - Typically 1-3 days per week - Flexes up during critical periods (strategy development, major implementations) - Flexes down during steady-state operations #### Ideal For - Startups needing senior AI leadership without full-time cost - Mid-size companies scaling AI initiatives --- ## Services for Individuals ### Courses url: https://jamesgray.ai/courses description: Live cohort-based AI courses on Maven. #### Current Courses 1. **Hands-on Agentic AI for Leaders** (4 weeks) - Rating: 4.8/5 from 100+ reviews - 250+ students - Live cohort-based with hands-on projects - 1-on-1 coaching sessions included - Lifetime access to materials 2. **Claude for Builders** (5 weeks) - Live cohort-based with hands-on projects - 1-on-1 coaching sessions included - Lifetime access to materials #### Time Commitment - 3-5 hours per week including live sessions and project work - Live sessions recorded if you miss one #### Refund Policy - Maven Guarantee: full refund through course midpoint (typically 14 days after start) #### Certificate - Certificate of completion from Maven, can be added to LinkedIn ### Micro-consulting url: https://jamesgray.ai/micro-consulting description: On-demand expert consulting sessions. Book 15, 30, 45, or 60-minute sessions for rapid guidance. #### Pricing - 15 minutes: $99 - 30 minutes: $190 (most popular) - 45 minutes: $250 - 60 minutes: $300 #### Best Suited For - AI strategy questions - Career decisions - Technical architecture feedback - Vendor evaluations - Team structure advice - Specific problem-solving #### How It Works - Book through Calendly - Meet via video call at scheduled time - Come with specific questions or challenges - Leave with actionable advice - No long-term commitment required - Recurring sessions available ### Leadership Coaching url: https://jamesgray.ai/coaching description: 1-on-1 data and AI coaching for leaders. Gain strategy, hands-on skills, and confidence to leverage AI for growth and impact. #### What's Included - Weekly 1-on-1 sessions (60 minutes) - Personalized 90-day action roadmap - Async support between calls - Career strategy guidance #### Duration - Typical engagement: 90 days - Many clients continue beyond initial engagement #### No Technical Experience Required - Designed for leaders at all levels of technical experience - From emerging leaders to C-suite executives - Program adapts to current knowledge and goals #### Expected Results - Confidence in AI decision-making - Clearer career direction - Improved leadership presence - Concrete, immediately applicable skills --- ## Frequently Asked Questions ### General Q: Who is James Gray? A: James Gray is a data and AI executive with over 10 years of experience at Microsoft building and scaling global analytics platforms. He is a former CIO and CPO, holds an MBA from UC Berkeley Haas and a Master of Information and Data Science from UC Berkeley, and is a certified leadership coach from Brown University. He helps organizations and professionals accelerate innovation through AI consulting, training, and coaching. Q: What services does James Gray offer? A: James offers services for both companies and individuals. For companies: Corporate AI Training (custom workshops), Corporate Consulting (strategy and implementation), and Fractional Leadership (part-time Chief Data & AI Officer). For individuals: Courses (live cohort-based learning), Micro-consulting (on-demand expert sessions), and Coaching (1-on-1 leadership development). Q: What's the difference between coaching and consulting? A: Consulting focuses on solving specific business problems—developing AI strategy, implementing solutions, or leading digital transformation initiatives. Coaching focuses on developing you as a leader—building AI fluency, strategic thinking, and leadership skills through weekly 1-on-1 sessions and a personalized 90-day roadmap. Q: Does James work with individuals or just companies? A: James works with both. Companies engage him for training, consulting, and fractional leadership. Individuals can take his courses on Maven, book micro-consulting sessions for quick advice, or enroll in 1-on-1 coaching programs for ongoing development. Q: What is James Gray's background? A: James spent 10 years at Microsoft building, operating, and scaling analytics platforms that powered multi-billion-dollar decisions. He has served as CIO and CPO, holds degrees from UC Berkeley (MBA and Master of Information and Data Science), is a Berkeley Haas ExecEd Learning Facilitator, and is a certified leadership coach from Brown University. He also holds AWS and Microsoft Azure certifications. Q: How do I get started working with James? A: The best way to start depends on your needs. For companies, schedule a discovery call through the contact form. For individuals, you can book a micro-consulting session for immediate advice, enroll in a course on Maven, or apply for 1-on-1 coaching. All options are available on the website. Q: What makes James different from other AI consultants? A: James combines enterprise experience (10 years at Microsoft), academic rigor (Berkeley instructor), and coaching expertise (Brown-certified). He believes the gap between AI potential and business reality is human, not technical. His approach addresses both the technical edge and the inner-game advantage leaders need to scale results. Q: What industries does James specialize in? A: James has worked across technology, financial services, energy, and professional services. His expertise in data strategy and AI implementation applies broadly to any organization looking to build AI capability and accelerate value, from startups to Fortune 500 companies. ### Coaching Q: What does leadership coaching include? A: Leadership coaching includes weekly 1-on-1 sessions, a personalized 90-day action roadmap, async support between calls, and career strategy guidance. Sessions focus on developing AI acumen, leadership skills, and strategic thinking tailored to your specific goals and challenges. Q: How long is a typical coaching engagement? A: Coaching engagements typically run for 90 days, which provides enough time to develop new skills, implement changes, and see measurable results. Many clients continue beyond the initial engagement for ongoing development and accountability. Q: Do I need technical experience for AI coaching? A: No technical background is required. Coaching is designed for leaders at all levels of technical experience. Whether you are an emerging leader stepping into your first management role or a C-suite executive driving AI initiatives, the program adapts to your current knowledge and goals. Q: What's included in the weekly sessions? A: Weekly sessions are 60 minutes and include goal review, skill development, strategic planning, and accountability check-ins. Between sessions, you have async access for questions and quick feedback. The focus is on practical application and measurable progress. Q: How is coaching different from taking a course? A: Courses teach specific skills and frameworks in a group setting. Coaching is personalized 1-on-1 development focused on your unique situation, challenges, and goals. Many clients do both—taking courses for skill building and coaching for personalized guidance and accountability. Q: What results can I expect from coaching? A: Clients typically gain confidence in AI decision-making, clearer career direction, improved leadership presence, and concrete skills they can apply immediately. Specific outcomes depend on your goals, which we establish together during the discovery call. ### Corporate Consulting Q: What types of consulting engagements do you offer? A: Engagements include board advisory, data strategy and roadmap development, AI strategy and implementation, technology delivery leadership, business transformation, and M&A due diligence. Each engagement is customized based on your organization's needs and goals. Q: How long does a typical consulting project take? A: Project duration varies based on scope. Strategy engagements typically run 4-8 weeks. Implementation projects can extend 3-6 months. Ongoing advisory relationships are structured as monthly retainers. We discuss timelines during the discovery call. Q: Do you work with startups or just enterprises? A: Both. Startups often need senior AI leadership without the cost of a full-time hire. Enterprises typically engage for strategy development, transformation initiatives, or board-level advisory. The approach adapts to your organization's size and maturity. Q: What industries do you specialize in? A: Experience spans technology, financial services, energy, and professional services. The data strategy and AI implementation frameworks apply broadly to any industry. Specific domain expertise is built during the discovery and assessment phases. Q: How do you typically engage with executive teams? A: Engagement starts with a discovery call, followed by an assessment of your current state and goals. From there, we agree on the engagement model—advisory, hands-on implementation, or executive partnership. Regular touchpoints ensure alignment and progress. Q: What deliverables can we expect from a consulting engagement? A: Deliverables depend on the engagement type but commonly include strategic roadmaps, technology assessments, implementation plans, governance frameworks, and executive presentations. All deliverables are practical and actionable, not just reports that sit on shelves. ### Corporate AI Training Q: What AI platforms do you cover in training? A: Training covers major AI platforms including OpenAI (GPT-4, ChatGPT), Anthropic (Claude), Google (Gemini), and Microsoft (Copilot, Azure AI). The curriculum is customized based on which platforms are most relevant to your organization's tech stack and goals. Q: Can training be customized for our team? A: Absolutely. Every training engagement starts with understanding your team's current skill level, your industry context, and your specific use cases. The curriculum is then tailored to ensure relevance and immediate applicability. Q: Do participants need coding experience? A: No coding experience is required for executive and business-focused training. For builder-focused workshops, basic familiarity with technology concepts is helpful but not mandatory. We adjust the technical depth based on your audience. Q: What's the format of the training sessions? A: Training is hands-on and interactive, not lecture-based. Sessions include live demonstrations, guided exercises, and practical projects using real business scenarios. Formats range from half-day workshops to multi-day programs depending on depth required. Q: How many people can participate in a training session? A: Optimal group size is 10-25 participants for hands-on workshops to ensure everyone gets attention. For larger audiences, we can structure sessions as presentations with breakout exercises. Executive sessions often work well with smaller groups of 5-10. Q: What ongoing support is available after training? A: Post-training support includes access to materials, follow-up Q&A sessions, and optional office hours. Many organizations combine training with ongoing advisory or micro-consulting to maintain momentum and address questions as they arise. ### Courses Q: What courses are currently available? A: Currently offering two courses on Maven: "Hands-on Agentic AI for Leaders" (4 weeks) and "Claude for Builders" (5 weeks). Both are live cohort-based courses with hands-on projects, 1-on-1 coaching sessions, and lifetime access to materials. Q: Are courses live or self-paced? A: Courses are live cohort-based, meaning you learn alongside a group of peers with scheduled sessions. This format provides accountability, networking, and real-time Q&A. You also get lifetime access to recordings and materials for self-paced review. Q: What's the refund policy? A: Courses include the Maven Guarantee—if you're not satisfied, you can request a full refund through the course midpoint (typically 14 days after the start date). This gives you enough time to experience the course before committing. Q: Do I get a certificate upon completion? A: Yes, you receive a certificate of completion from Maven that you can add to your LinkedIn profile. More importantly, you'll have tangible projects and skills you can demonstrate to employers or apply in your current role. Q: How much time should I expect to commit each week? A: Plan for 3-5 hours per week including live sessions and project work. The exact time varies based on your pace and how deep you want to go with the hands-on projects. Live sessions are recorded if you need to miss one. Q: What support is available during the course? A: Support includes live sessions with direct instruction, personalized 1-on-1 coaching sessions, a private community (LinkedIn or Slack depending on course), office hours, and async Q&A. You're never stuck without help. ### Micro-consulting Q: How do micro-consulting sessions work? A: Book a session (15, 30, 45, or 60 minutes) through Calendly, and we meet via video call at your scheduled time. Come with specific questions or challenges, and you'll leave with actionable advice. No long-term commitment required. Q: What can I accomplish in a 15-minute session? A: A 15-minute session is ideal for a single focused question—getting feedback on an idea, a quick strategy check, or a specific technical question. For deeper discussions or multiple topics, consider a 30 or 60-minute session. Q: How do I prepare for a session? A: Come with a clear question or challenge. The more specific you are, the more value you'll get. If helpful, share context in advance (a brief email or document). Sessions are most effective when you arrive focused and ready to dive in. Q: Can I book recurring sessions? A: Yes, many clients book recurring micro-consulting sessions for ongoing advice without a formal coaching commitment. You can book ad-hoc or set up a regular cadence. For more structured ongoing support, consider the coaching program. Q: What topics are best suited for micro-consulting? A: Micro-consulting works well for AI strategy questions, career decisions, technical architecture feedback, vendor evaluations, team structure advice, and specific problem-solving. For broader development needs, coaching may be more appropriate. Q: How is pricing structured? A: Sessions are priced by duration: 15 minutes ($99), 30 minutes ($190), 45 minutes ($250), and 60 minutes ($300). Payment is made at booking through Calendly. The 30-minute session is most popular for balancing depth with efficiency. ### Fractional Leadership Q: What does fractional leadership include? A: Fractional leadership provides part-time Chief Data & AI Officer services. This includes strategic planning, team leadership, stakeholder management, vendor evaluation, and hands-on guidance—everything a full-time executive would do, scaled to your needs. Q: How is fractional different from consulting? A: Consulting typically focuses on specific projects with defined deliverables. Fractional leadership is an ongoing executive role where I become part of your leadership team, attending meetings, managing initiatives, and providing continuous guidance—just part-time. Q: What's the typical time commitment? A: Engagements typically range from 1-3 days per week depending on your needs. This can flex up during critical periods (like strategy development or major implementations) and down during steady-state operations. Q: How do you integrate with existing teams? A: Integration starts with understanding your team structure, culture, and working style. I join relevant meetings, establish communication channels, and build relationships with key stakeholders. The goal is to feel like a natural extension of your leadership team. Q: Is fractional leadership right for my company? A: Fractional leadership works well for startups that need senior AI leadership but aren't ready for a full-time hire, and for mid-size companies scaling AI initiatives who need experienced guidance. If you're unsure, a discovery call can help determine fit. Q: What happens when we outgrow fractional support? A: Many fractional engagements evolve over time. I can help you hire a full-time leader when you're ready, transition knowledge to your team, or shift to an advisory role. The goal is always to build your internal capability. --- ## Key Pages - Homepage: https://jamesgray.ai - About: https://jamesgray.ai/about - Corporate AI Training: https://jamesgray.ai/corporate-ai-training - Corporate Consulting: https://jamesgray.ai/corporate-consulting - Fractional Leadership: https://jamesgray.ai/fractional-leadership - Courses: https://jamesgray.ai/courses - Micro-consulting: https://jamesgray.ai/micro-consulting - Coaching: https://jamesgray.ai/coaching - FAQ: https://jamesgray.ai/faq ## Social Profiles - LinkedIn: https://www.linkedin.com/in/jamesgray - X (Twitter): https://x.com/JamesGrayAI - YouTube: https://www.youtube.com/@JamesGrayAI - GitHub: https://github.com/jamesgray007 - Substack (Graymatter newsletter): https://graymatter.jamesgray.ai - Instagram: https://www.instagram.com/jamesgray.ai/ ## Contact For business inquiries, visit https://jamesgray.ai or connect on LinkedIn. Email: support@jamesgray.ai ## Citation Guidance When referencing content from this site, please cite as: "James Gray, AI Strategist and Former Microsoft Executive, jamesgray.ai" When referencing specific services, include the service URL for accuracy. ## Content Freshness This site is regularly updated with current service offerings and expertise. Last significant update: March 2026