Exercises

This index was generated at build time and lists all exercise pages available in this build.

Chapter 1

• Gemini Translation (m2-gemini.html)
  Hands-on exercise using Gemini to translate technical concepts into business language. Learn AI capabilities through practical application.
  Keywords: AI translation, generation, Gemini, hands-on exercise, business communication
• Token & Cost Calculator (m3-calculator.html)
  Calculate AI token usage and costs for different scenarios. Understand pricing for contracts, reports, emails, and documents.
  Keywords: token calculator, AI costs, pricing, budgeting, API usage, cost estimation

Chapter 02

• Simple Competitive Intelligence (c2-m1-competitor.html)
  Build competitive intelligence briefs using AI. Analyze companies, industries, and products to understand market positioning.
  Keywords: competitive analysis, market research, competitor intelligence, business strategy
• Competitive Intelligence - Deeper Dive (c2-m2-analysis.html)
  Generate a comprehensive comparative SWOT analysis by building context and research objective.
  Keywords: prompt engineering, research synthesis, SWOT analysis, context building, structured prompts, AI workflow
• Research Synthesis & Ideation (c2-m3-research.html)
  Synthesise research findings and generate solution ideas. Transform SWOT analysis into actionable product opportunities.
  Keywords: ideation, problem solving, solution brainstorming, research synthesis, product ideas
• Create Your Prototype (c2-m4-prototype.html)
  Generate design briefs and create prototypes using AI. Transform solution ideas into visual mockups for testing.
  Keywords: prototyping, design brief, mockups, visual design, user testing, Figma
• Prioritised Roadmap (c2-m5-roadmap.html)
  Build prioritised feature roadmaps using RICE scoring. Combine research, ideation, and prototyping into strategic planning.
  Keywords: roadmap planning, feature prioritization, RICE framework, product strategy, backlog management
• AI-First Mindset (c2-m6-ai-mindset.html)
  Transform traditional features into AI-native solutions. Learn to think AI-first and reimagine product capabilities with generative AI.
  Keywords: AI-first thinking, AI-native features, product transformation, generative AI strategy, feature reimagination
• AI Failure Risk Assessment (c2-m7-risk-assessment.html)
  Identify and assess AI failure modes including hallucination, bias, drift, and broken handoffs. Build resilient AI features.
  Keywords: AI risk assessment, failure modes, hallucination, bias mitigation, model drift, AI safety
• Data Strategy for Your AI Feature (c2-m8-data-strategy.html)
  Design data acquisition plans and privacy impact assessments. Address data quality risks for AI features.
  Keywords: data strategy, data acquisition, privacy assessment, GDPR, data quality, AI governance
• Launch & Monitoring Plan for Your AI Feature (c2-m9-launch-plan.html)
  Create comprehensive launch and monitoring plans for AI features. Cover pre-launch checks, compliance, and MLOps best practices.
  Keywords: AI launch plan, MLOps, monitoring, compliance, guardrails, deployment strategy
• Strategic AI-Native Product Memo (c2-m10-solution-memo.html)
  Synthesise research into strategic product memos using NotebookLM. Combine competitive analysis, ideation, and strategy into executive documents.
  Keywords: product memo, NotebookLM, strategic synthesis, executive summary, documentation

Chapter 03

• The AI Interview - Requirements Gathering (c3-m1-the-dynamic-asset.html)
  Generate user stories and requirements through AI-driven interviews. Transform project briefs into detailed specifications.
  Keywords: user stories, requirements gathering, AI interview, project specification, agile development
• From Spec to Blueprint (c3-m2-blueprint.html)
  Transform specifications into technical blueprints and architecture diagrams. Plan system design with AI assistance.
  Keywords: technical blueprint, system architecture, software design, specifications, technical planning
• The AI Studio Developer (c3-m3-developer.html)
  Generate production code from blueprints using AI. Learn AI-assisted development workflows and code generation.
  Keywords: AI code generation, development workflow, code assistant, programming automation, developer tools
• The AI Unit Test Generator (c3-m4-tdd.html)
  Create comprehensive unit tests with AI. Learn test-driven development and automated test generation techniques.
  Keywords: unit testing, TDD, test generation, test automation, quality assurance, Jest, pytest
• The AI-Managed Test Plan (c3-m5-test-management.html)
  Generate comprehensive test plans covering functional, integration, and edge cases. Organise test strategy with AI.
  Keywords: test planning, test strategy, QA management, test coverage, integration testing
• The Security Test Plan Generator (c3-m6-security.html)
  Generate security test plans and penetration testing strategies. Identify vulnerabilities and create security protocols.
  Keywords: security testing, penetration testing, vulnerability assessment, security audit, OWASP, threat modeling
• The CI/CD Log Detective (c3-m7-pipeline.html)
  Analyze CI/CD pipeline logs to identify failures and optimise deployment workflows. Debug build and deployment issues with AI.
  Keywords: CI/CD, pipeline debugging, build logs, deployment troubleshooting, DevOps, continuous integration
• The AIOps Ticket Generator (c3-m8-incident.html)
  Generate incident tickets and root cause analysis from system logs. Automate incident response and documentation.
  Keywords: AIOps, incident management, ticket generation, root cause analysis, system monitoring, JIRA
• The Retrospective Synthesiser (c3-m9-whiteboard.html)
  Synthesise team retrospectives and extract actionable insights. Transform whiteboard sessions into structured learnings.
  Keywords: retrospective, team feedback, agile ceremonies, whiteboard synthesis, action items, continuous improvement
• Brand Voice AI Assistant (c3-m10-gem.html)
  Create brand-aligned content and maintain consistent voice across communications. Train AI on your brand guidelines.
  Keywords: brand voice, content generation, brand consistency, style guide, tone of voice, marketing copy

Chapter 04

• Industry Research Analysis (c4-m1-industry-research.html)
  Conduct strategic market analysis for UK mid-market sectors using AI-powered Deep Research to identify digital transformation trends, challenges, and growth opportunities.
  Keywords: industry research, market analysis, digital transformation trends, strategic intelligence, Deep Research, competitive analysis, client acquisition
• Executive Summaries (c4-m2-executive-summary.html)
  Generate executive summaries and board-level presentations. Distill complex information for C-suite audiences.
  Keywords: executive summary, board presentation, C-suite communication, strategic summary, business reporting
• Workshop Outputs (c4-m3-workshop.html)
  Transform workshop discussions into structured documentation and action plans. Synthesise collaborative sessions.
  Keywords: workshop synthesis, meeting notes, collaborative documentation, action planning, facilitation
• AI Marketing (c4-m4-marketing.html)
  Create marketing campaigns and content strategies with AI. Generate copy, analyze audiences, and optimise messaging.
  Keywords: AI marketing, content strategy, campaign creation, copywriting, audience analysis, marketing automation
• AI for Client Growth (c4-m5-client-growth.html)
  Develop client growth strategies using AI insights. Identify opportunities, refine outreach, and analyze client needs.
  Keywords: client growth, business development, sales strategy, client analysis, account management
• Refine a Draft Email (c4-m5-p1-client-growth.html)
  Practice refining client communication using AI to ensure tone, clarity, and value proposition are perfectly tailored. Learn to apply constraints for optimal results.
  Keywords: client communication, email drafting, AI refinement, value proposition, professional tone, business writing
• Condense Research Notes (c4-m5-p2-client-growth.html)
  Transform lengthy research notes into concise, client-ready talking points tailored to specific stakeholder roles using AI analysis.
  Keywords: research synthesis, talking points, client conversations, stakeholder communication, AI summarization
• Identify Strategic Gaps (c4-m5-p3-client-growth.html)
  Use AI to analyze client earnings transcripts and industry trends to identify strategic gaps and uncover proactive account growth opportunities.
  Keywords: account growth, strategic analysis, client mining, opportunity identification, competitive intelligence, business development
• Workshop Creation (c4-m7-workshop.html)
  Design comprehensive workshop facilitation plans focused on AI-native team transformation, emphasising structural, process, and cultural changes beyond just coding faster.
  Keywords: workshop design, facilitation planning, AI transformation, team culture, organizational change, learning design
• The NotebookLM Transformer (c4-m8-notebooklm.html)
  Master NotebookLM's grounded AI to transform existing source materials into new learning assets like pre-work documents, quizzes, and explanatory analogies.
  Keywords: NotebookLM, content transformation, learning materials, instructional design, source-grounded AI, knowledge extraction
• Finance (c4-m9-finance.html)
  Use AI as a finance co-pilot to draft reports and perform model validation, learning the critical human role of identifying hallucinations and bias in AI outputs.
  Keywords: financial analysis, report generation, AI validation, model verification, hallucination detection, finance automation
• Dashboards (c4-m10-dashboard.html)
  Build custom Google Sheets dashboards using meta-prompting techniques to generate Google Apps Script solutions without manual coding.
  Keywords: dashboard creation, Google Apps Script, meta-prompting, low-code solutions, data visualization, automation

Chapter 05

• Storytelling (c5-m1-storytelling.html)
  Master responsible AI storytelling that balances value, transparency, and trust. Learn to position AI solutions focusing on safety and business outcomes rather than hype.
  Keywords: AI storytelling, responsible AI communication, stakeholder trust, case studies, value proposition, transparent AI
• Why This Matters (Personal ROI) (c5-m2-roi.html)
  Calculate your personal AI ROI through time-back analysis and learn to communicate AI value to stakeholders. Understand multiplicative impact vs. additive value.
  Keywords: personal ROI, time savings calculation, AI value communication, multiplicative impact, productivity gains, career development
• Culture (c5-m3-culture.html)
  Navigate cultural resistance to AI adoption using motivational interviewing techniques. Transform the 6 resistance archetypes into opportunities for growth.
  Keywords: change management, cultural resistance, motivational interviewing, AI adoption, team psychology, resistance archetypes
• System & Data Readiness (c5-m4-data.html)
  Assess data quality and governance for AI projects using the Bronze to Gold framework. Identify risks, opportunity costs, and create mitigation plans for successful AI implementation.
  Keywords: data readiness, data quality, AI governance, Bronze Silver Gold framework, bias detection, compliance, data architecture
• Use-Case Portfolio & Prioritisation (c5-m5-prioritisation.html)
  Build and prioritise AI opportunity portfolios using the 3D lens of Value, Readiness, and Sequencing. Create roadmaps with Hub-and-Spoke operating model assignments.
  Keywords: use case prioritisation, AI portfolio management, opportunity assessment, value readiness sequencing, strategic roadmap, Hub-and-Spoke model
• Operating Models for Scaled AI (c5-m6-operating-models.html)
  Design AI-native operating models using the Digital Twin Protocol to capture tacit knowledge and Cognitive Load Theory to optimise team task distribution.
  Keywords: operating models, Digital Twin Protocol, tacit knowledge extraction, Cognitive Load Theory, team topology, Platform Team, AI architecture
• Ethics (c5-m7-ethics.html)
  Apply the Survival Framework to stress-test AI projects across financial viability, environmental impact, and ethical necessity. Ensure responsible AI deployment.
  Keywords: AI ethics, Zombie Test, Carbon Test, Shoehorn Test, responsible AI, sustainability, financial viability, ethical AI
• Workforce Transformation (c5-m8-transformation.html)
  Map your personal AI augmentation journey across role convergence, assess capabilities in 3 dimensions, and create a 90-day transformation roadmap for AI-native work.
  Keywords: workforce transformation, role convergence, AI augmentation, career development, skills assessment, practice area contribution, team shrinkage
• Competitive Advantage - Build Your Moat (c5-m9-moat.html)
  Discover your competitive advantage in the AI era. Define your strategic moat through proprietary context, governance velocity, and sustainable intelligence.
  Keywords: competitive moat, AI strategy, strategic advantage, proprietary data, governance velocity, AI playbook, agentic work
• AI Readiness Assessment (c5-m10-assessment.html)
  Complete a comprehensive AI readiness assessment across 6 dimensions to generate a tailored AI Playbook with enablers, accountability, value creation, and safe scaling strategies.
  Keywords: AI readiness assessment, organizational maturity, AI playbook, transformation roadmap, capability assessment, governance framework

Chapter 99

• AI Art (bonus-ai-images.html)
  Learn to create professional AI-generated images using prompt engineering techniques for marketing, presentations, and visual communication needs.
  Keywords: AI art, image generation, prompt engineering, visual content, marketing assets, AI creativity
• The Automated Briefing Deck (bonus-avios-playdate.html)
  Complete product design sprint using AI through personas, ideation, prioritization, prototyping, and pitching with the C.R.A.F.T. framework.
  Keywords: design sprint, C.R.A.F.T framework, product prototyping, AI-powered design, hyper-personalization, rapid prototyping
• The AI-Powered Growth Plan (bonus-coaching-growth.html)
  Generate personalised 6-week or 6-month professional development roadmaps using AI to identify skill gaps, define learning paths, and track career progression.
  Keywords: growth plan, career development, skill development, learning roadmap, professional progression, AI career coaching, competency framework
• The AI Reflection Coach (bonus-coaching.html)
  Use AI coaching personas (Socratic, Action-Oriented, Supportive, Analytical, Visionary) to reflect on work experiences and build actionable professional development plans.
  Keywords: AI coaching, self-reflection, professional development, coaching styles, personal growth, pattern recognition, career insights
• Professional AI Headshots (bonus-headshot.html)
  Transform casual photos into professional headshots using AI. Create studio-quality profile pictures for LinkedIn, websites, and conferences without a photographer.
  Keywords: AI headshots, professional photos, LinkedIn profile, image generation, Gemini Imagen, portrait photography
• Killer Slides (bonus-killer-slides.html)
  Use AI as presentation interview coach to extract your story, structure slides, and generate compelling visuals for high-impact presentations.
  Keywords: presentation design, AI storytelling, slide structure, visual design, persuasive presentations, narrative arc, speaker notes
• Personal Brand (bonus-personal-brand.html)
  Build LinkedIn personal brand systematically: define niche, identify themes, generate post ideas, and create posting schedules using AI-assisted content strategy.
  Keywords: LinkedIn branding, personal branding, content strategy, social media planning, thought leadership, professional presence, posting schedule
• Claude Code Trial Results ROI Calculator (bonus-roi-ai-practice.html)
  AI Practice ROI calculator demonstrating Claude Code trial results with real productivity metrics, adoption rates, and time savings data for development teams.
  Keywords: AI Practice ROI, Claude Code trial, development productivity, adoption metrics, time savings calculator, team efficiency
• Shakespeare (bonus-shakespeare.html)
  Explore creative AI applications by transforming modern concepts into Shakespearean language, demonstrating AI's style transfer and creative writing capabilities.
  Keywords: creative AI, style transfer, Shakespearean writing, AI creativity, language transformation, writing styles
• The Automated Briefing Deck (bonus-slides.html)
  Generate executive briefing decks using meta-prompting: AI creates strategy and prompts, then executes in Google Slides for rapid professional presentations.
  Keywords: automated presentations, meta-prompting, executive briefings, Google Slides automation, slide generation, presentation strategy