Templates, Checklists & Frameworks
Every tool referenced in our books — ready to download and use. 311 resources available free.
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Showing 373 of 373 resources
Technical Architecture(1)
Assessment & Evaluation(142)
AI Opportunity Assessment Worksheet
Score your AI opportunity across 5 dimensions — Strategic Alignment, Data Quality, Talent & Infrastructure, Compliance & Risk, and Expected ROI. Auto-calculates total score with recommendation bands.
AI Readiness Quiz
A 10-question self-assessment quiz for beginners to discover how AI-ready they are. Covers AI awareness, digital literacy, prompt skills, creative use, responsible AI, and future thinking. Personalised result tiers from 'AI Curious' to 'AI Ready'.
Bharat SME AI Readiness Quiz
20-statement pain-point assessment for Indian MSME owners across the Five-Area Discovery framework: Operations, Customer Experience, Sales, Admin, and Knowledge. Identifies biggest AI opportunity areas with tool recommendations in Indian business context.
Chapter 1 Quiz — AI Essentials for Business Leaders
5-question self-assessment on AI essentials for business leaders. Instant feedback with explanations.
Chapter 1 Quiz — AI Essentials for Business Leaders
5-question self-assessment on AI essentials for business leaders, strategic AI literacy, and getting started with AI. Instant feedback with explanations.
Chapter 1 Quiz — AI in Dentistry: What’s Here, What’s Coming
5-question self-assessment on AI in dentistry, current applications, and emerging dental AI technologies. Instant feedback with explanations.
Chapter 1 Quiz — AI का नक़्शा
5-question self-assessment on the AI landscape. Instant feedback with explanations. हिंदी में।
Chapter 1 Quiz — AI-Driven Organisation में आपकी भूमिका
5-question self-assessment on your role in an AI-driven organisation. Instant feedback with explanations. हिंदी में।
Chapter 1 Quiz — AI-First मौका
5-question self-assessment on the AI-first opportunity. Instant feedback with explanations. हिंदी में।
Chapter 1 Quiz — The AI Landscape
5-question self-assessment on the current AI landscape, key players, and understanding AI’s trajectory. Instant feedback with explanations.
Chapter 1 Quiz — The AI Landscape
2-question self-assessment on the current AI landscape, key players, and understanding AI’s trajectory. Instant feedback with explanations.
Chapter 1 Quiz — The AI-First Opportunity
5-question self-assessment on the AI-first business opportunity, market timing, and identifying new ventures. Instant feedback with explanations.
Chapter 1 Quiz — The AI-First Opportunity
5-question self-assessment on the AI-first business opportunity, market timing, and identifying where AI creates new ventures. Instant feedback with explanations.
Chapter 1 Quiz — The People Behind AI
8-question self-assessment on AI pioneers, key researchers, industry leaders, and the human stories shaping AI. Instant feedback with explanations.
Chapter 1 Quiz — Understanding Large Language Models
5-question self-assessment on understanding large language models. Instant feedback with explanations.
Chapter 1 Quiz — Your Role in an AI-Driven Organisation
2-question self-assessment on leadership in AI-driven organisations, strategic positioning, and the executive AI mandate. Instant feedback with explanations.
Chapter 1 Quiz — Your Role in an AI-Driven Organisation
5-question self-assessment on leadership in AI-driven organisations and the executive AI mandate. Instant feedback with explanations.
Chapter 10 Quiz — 24-Month AI Leadership Roadmap
5-question self-assessment on the 24-month AI leadership roadmap. Instant feedback with explanations. हिंदी में।
Chapter 10 Quiz — AI at Scale: Architecture Patterns
5-question self-assessment on AI at scale and architecture patterns. Instant feedback with explanations.
Chapter 10 Quiz — Moats and Scale Dynamics
5-question self-assessment on competitive moats, network effects, and scaling dynamics for AI businesses. Instant feedback with explanations.
Chapter 10 Quiz — Moats and Scale Dynamics
5-question self-assessment on competitive moats, network effects, data flywheels, and scaling dynamics for AI businesses. Instant feedback with explanations.
Chapter 10 Quiz — Moats और Scale Dynamics
2-question self-assessment on moats and scale dynamics. Instant feedback with explanations. हिंदी में।
Chapter 10 Quiz — Responsible AI
8-question self-assessment on responsible AI for business, governance frameworks, bias mitigation, and organisational AI ethics. Instant feedback with explanations.
Chapter 10 Quiz — The 24-Month AI Leadership Roadmap
5-question self-assessment on long-term AI strategy execution, milestone planning, and sustaining AI transformation. Instant feedback with explanations.
Chapter 10 Quiz — The 24-Month AI Leadership Roadmap
2-question self-assessment on long-term AI strategy execution, milestone planning, and sustaining AI transformation over 24 months. Instant feedback with explanations.
Chapter 11 Quiz — AI for Business Development
5-question self-assessment on advanced AI business development strategies, scaling AI partnerships, and measuring BD impact. Instant feedback with explanations.
Chapter 11 Quiz — Founders के लिए ज़िम्मेदार AI
3-question self-assessment on responsible AI for founders. Instant feedback with explanations. हिंदी में।
Chapter 11 Quiz — Responsible AI for Founders
5-question self-assessment on responsible AI practices for founders, ethical product design, trust-building, and compliance basics. Instant feedback with explanations.
Chapter 11 Quiz — Responsible AI for Founders
5-question self-assessment on responsible AI practices for founders, ethical product design, and compliance basics. Instant feedback with explanations.
Chapter 11 Quiz — Responsible AI in Practice
5-question self-assessment on responsible AI in practice. Instant feedback with explanations. हिंदी में।
Chapter 11 Quiz — Responsible AI in Production
5-question self-assessment on responsible AI in production. Instant feedback with explanations.
Chapter 12 Quiz — Evaluating AI Systems
5-question self-assessment on evaluating AI systems. Instant feedback with explanations.
Chapter 15 Quiz — Brainstorming के लिए Prompting
5-question self-assessment on prompting for brainstorming. Instant feedback with explanations. हिंदी में।
Chapter 15 Quiz — Prompting for Brainstorming
5-question self-assessment on brainstorming with AI, ideation prompts, and creative divergent thinking. Instant feedback with explanations.
Chapter 16 Quiz — AI Opportunity Assessment
5-question self-assessment on AI opportunity assessment. Instant feedback with explanations. हिंदी में।
Chapter 16 Quiz — AI Opportunity Assessment
5-question self-assessment on assessing AI opportunities, scoring use cases, and prioritising AI investments. Instant feedback with explanations.
Chapter 18 Quiz — Prompt Engineering
8-question self-assessment on prompt engineering. Instant feedback with explanations. हिंदी में।
Chapter 18 Quiz — Prompt Engineering
8-question self-assessment on prompt engineering techniques, systematic prompt design, and advanced prompting strategies. Instant feedback with explanations.
Chapter 2 Quiz — AI असल में कैसे काम करता है
5-question self-assessment on how AI actually works. Instant feedback with explanations. हिंदी में।
Chapter 2 Quiz — Clinical Support: Imaging and Diagnosis AI
5-question self-assessment on AI-powered dental imaging, diagnostic support, and clinical decision-making. Instant feedback with explanations.
Chapter 2 Quiz — Companies, Products & Capabilities
8-question self-assessment on major AI companies, their products, competitive landscape, and platform capabilities. Instant feedback with explanations.
Chapter 2 Quiz — Context Engineering
5-question self-assessment on context engineering. Instant feedback with explanations.
Chapter 2 Quiz — From Hype to Strategy
2-question self-assessment on cutting through AI hype, building a realistic AI strategy, and aligning AI with business goals. Instant feedback with explanations.
Chapter 2 Quiz — From Hype to Strategy: Setting an AI Vision
5-question self-assessment on cutting through AI hype, building realistic strategy, and aligning AI with business goals. Instant feedback with explanations.
Chapter 2 Quiz — How AI Actually Works
5-question self-assessment on AI fundamentals, machine learning, and how modern AI systems function. Instant feedback with explanations.
Chapter 2 Quiz — How AI Works
2-question self-assessment on AI fundamentals, machine learning concepts, and how modern AI systems function. Instant feedback with explanations.
Chapter 2 Quiz — Hype से Strategy तक: AI Vision बनाना
5-question self-assessment on building an AI vision from hype to strategy. Instant feedback with explanations. हिंदी में।
Chapter 2 Quiz — Seven AI Business Models
5-question self-assessment on AI business models, revenue structures, and choosing the right model for your venture. Instant feedback with explanations.
Chapter 2 Quiz — Seven AI Business Models
7-question self-assessment on AI business models, revenue structures, SaaS-AI hybrids, and choosing the right model for your venture. Instant feedback with explanations.
Chapter 2 Quiz — सात AI Business Models
5-question self-assessment on the seven AI business models. Instant feedback with explanations. हिंदी में।
Chapter 25 Quiz — Responsible AI in Practice
5-question self-assessment on responsible AI implementation, governance, bias mitigation, and organisational AI ethics. Instant feedback with explanations.
Chapter 3 Quiz — AI का Ecosystem
5-question self-assessment on the AI ecosystem. Instant feedback with explanations. हिंदी में।
Chapter 3 Quiz — Building Your AI Use-Case Portfolio
2-question self-assessment on identifying, prioritising, and building a portfolio of AI use cases for your organisation. Instant feedback with explanations.
Chapter 3 Quiz — Building Your AI Use-Case Portfolio
5-question self-assessment on identifying, prioritising, and building a portfolio of AI use cases. Instant feedback with explanations.
Chapter 3 Quiz — Finding Your Wedge
7-question self-assessment on finding your market wedge, niche selection, competitive positioning, and identifying underserved segments. Instant feedback with explanations.
Chapter 3 Quiz — Finding Your Wedge
5-question self-assessment on finding your market wedge, niche selection, and competitive positioning. Instant feedback with explanations.
Chapter 3 Quiz — Patient Communication: Notes, Letters, and Explanations
5-question self-assessment on AI for patient communication, clinical notes, and patient-facing explanations. Instant feedback with explanations.
Chapter 3 Quiz — Structured Output at Scale
5-question self-assessment on structured output at scale. Instant feedback with explanations.
Chapter 3 Quiz — The AI Ecosystem
5-question self-assessment on the AI ecosystem, platforms, tools, and how companies and products fit together. Instant feedback with explanations.
Chapter 3 Quiz — The AI Ecosystem
2-question self-assessment on the AI ecosystem, platforms, tools, and how companies, products, and services fit together. Instant feedback with explanations.
Chapter 3 Quiz — The People Behind AI
8-question self-assessment on AI thought leaders, research breakthroughs, and the individuals driving AI forward. Instant feedback with explanations.
Chapter 3 Quiz — अपना AI Use-Case Portfolio बनाओ
5-question self-assessment on building your AI use-case portfolio. Instant feedback with explanations. हिंदी में।
Chapter 3 Quiz — अपना Wedge ढूँढो
5-question self-assessment on finding your wedge. Instant feedback with explanations. हिंदी में।
Chapter 4 Quiz — AI for Software Development
7-question self-assessment on AI coding assistants, code generation, debugging with AI, and developer productivity tools. Instant feedback with explanations.
Chapter 4 Quiz — Buy, Build or Partner
2-question self-assessment on AI procurement decisions, build vs buy trade-offs, and strategic partnership models. Instant feedback with explanations.
Chapter 4 Quiz — Buy, Build or Partner: Investment Decisions
5-question self-assessment on AI procurement decisions, build vs buy trade-offs, and partnership models. Instant feedback with explanations.
Chapter 4 Quiz — Fine-Tuning and Customisation
5-question self-assessment on fine-tuning and customisation. Instant feedback with explanations.
Chapter 4 Quiz — Practice Management: Admin, Scheduling, and Marketing
5-question self-assessment on AI for dental practice management, admin automation, and patient marketing. Instant feedback with explanations.
Chapter 4 Quiz — Validating Before Building
5-question self-assessment on idea validation, customer discovery, and avoiding premature building. Instant feedback with explanations.
Chapter 4 Quiz — Validating Before Building
7-question self-assessment on idea validation, customer discovery, landing page tests, and avoiding premature building. Instant feedback with explanations.
Chapter 4 Quiz — Your First AI Conversation
2-question self-assessment on engaging with AI chatbots, crafting prompts, and getting useful outputs from your first interaction. Instant feedback with explanations.
Chapter 4 Quiz — Your First AI Conversation
5-question self-assessment on engaging with AI chatbots, crafting prompts, and getting useful outputs. Instant feedback with explanations.
Chapter 4 Quiz — आपकी पहली AI बातचीत
5-question self-assessment on your first AI conversation. Instant feedback with explanations. हिंदी में।
Chapter 4 Quiz — ख़रीदो, बनाओ या Partner करो: Investment Decisions
5-question self-assessment on buy, build or partner investment decisions. Instant feedback with explanations. हिंदी में।
Chapter 4 Quiz — बनाने से पहले जाँचो
3-question self-assessment on validating before building. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — AI for Product Management
7-question self-assessment on AI in product management, roadmap prioritisation, user research with AI, and product analytics. Instant feedback with explanations.
Chapter 5 Quiz — AI in Your Industry
5-question self-assessment on industry-specific AI applications and identifying AI opportunities in your sector. Instant feedback with explanations.
Chapter 5 Quiz — AI in Your Industry
2-question self-assessment on industry-specific AI applications, use cases, and identifying AI opportunities in your sector. Instant feedback with explanations.
Chapter 5 Quiz — Building Your AI MVP
5-question self-assessment on building a minimum viable AI product, rapid prototyping, and shipping fast. Instant feedback with explanations.
Chapter 5 Quiz — Building Your AI MVP
7-question self-assessment on building a minimum viable AI product, tool selection, rapid prototyping, and shipping fast. Instant feedback with explanations.
Chapter 5 Quiz — Business Productivity के लिए Generative AI
5-question self-assessment on generative AI for business productivity. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — Data, Platforms and Architecture
2-question self-assessment on AI data infrastructure, platform selection, and designing scalable AI architecture. Instant feedback with explanations.
Chapter 5 Quiz — Data, Platforms and Architecture (Leader’s View)
5-question self-assessment on AI data infrastructure, platform selection, and scalable AI architecture. Instant feedback with explanations.
Chapter 5 Quiz — Data, Platforms और Architecture (Leader’s View)
5-question self-assessment on data, platforms and architecture from a leader’s perspective. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — Generative AI for Business Productivity
5-question self-assessment on generative AI for business productivity, workflow automation, and efficiency gains. Instant feedback with explanations.
Chapter 5 Quiz — RAG Architectures
5-question self-assessment on RAG architectures. Instant feedback with explanations.
Chapter 5 Quiz — Regulatory Compliance and Risk
5-question self-assessment on dental AI regulatory compliance, data protection, and risk management. Instant feedback with explanations.
Chapter 5 Quiz — अपना AI MVP बनाओ
3-question self-assessment on building your AI MVP. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — आपकी Industry में AI
5-question self-assessment on AI in your industry. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — AI Agents
5-question self-assessment on AI agents. Instant feedback with explanations.
Chapter 6 Quiz — AI Content और Creative Work से कमाई
2-question self-assessment on monetising AI content and creative work. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — AI for Software Development
5-question self-assessment on AI coding assistants, code generation, and developer productivity tools. Instant feedback with explanations.
Chapter 6 Quiz — AI for Software Development
5-question self-assessment on AI for software development. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — AI for Talent Sourcing
7-question self-assessment on AI in recruitment, candidate screening, talent pipeline automation, and hiring workflows. Instant feedback with explanations.
Chapter 6 Quiz — AI Tools की जाँच
5-question self-assessment on evaluating AI tools. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — AI के लिए Organisation Design
5-question self-assessment on organisation design for AI. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — Evaluating AI Tools
2-question self-assessment on evaluating AI tools, vendor selection, cost-benefit analysis, and choosing the right AI solution. Instant feedback with explanations.
Chapter 6 Quiz — Evaluating AI Tools
5-question self-assessment on evaluating AI tools, vendor selection, and choosing the right AI solution. Instant feedback with explanations.
Chapter 6 Quiz — Getting Started: Your 90-Day AI Practice Plan
5-question self-assessment on implementing AI in your dental practice with a structured 90-day plan. Instant feedback with explanations.
Chapter 6 Quiz — Monetising AI Content and Creative Work
5-question self-assessment on monetising AI-generated content, creative business models, pricing strategies, and content distribution. Instant feedback with explanations.
Chapter 6 Quiz — Monetising AI Content and Creative Work
5-question self-assessment on monetising AI-generated content, creative business models, and pricing strategies. Instant feedback with explanations.
Chapter 6 Quiz — Organisation Design for AI
5-question self-assessment on restructuring teams for AI, centre-of-excellence models, and embedding AI capabilities. Instant feedback with explanations.
Chapter 6 Quiz — Organisation Design for AI
2-question self-assessment on restructuring teams for AI, centre-of-excellence models, and embedding AI capabilities across the organisation. Instant feedback with explanations.
Chapter 7 Quiz — Agent Frameworks and Orchestration
5-question self-assessment on agent frameworks and orchestration. Instant feedback with explanations.
Chapter 7 Quiz — AI for Product Management
5-question self-assessment on AI for product management. Instant feedback with explanations. हिंदी में।
Chapter 7 Quiz — AI for Product Management
6-question self-assessment on AI in product management, roadmap prioritisation, and product analytics. Instant feedback with explanations.
Chapter 7 Quiz — AI for Sales & Marketing
7-question self-assessment on AI in sales and marketing, lead generation, personalisation, campaign optimisation, and customer insights. Instant feedback with explanations.
Chapter 7 Quiz — AI Founding Team
2-question self-assessment on building an AI founding team. Instant feedback with explanations. हिंदी में।
Chapter 7 Quiz — Change, Skills and Culture
5-question self-assessment on AI change management, upskilling programmes, and building an AI-positive culture. Instant feedback with explanations.
Chapter 7 Quiz — Change, Skills and Culture
2-question self-assessment on AI change management, upskilling programmes, and building an AI-positive organisational culture. Instant feedback with explanations.
Chapter 7 Quiz — Responsible AI
2-question self-assessment on responsible AI principles, governance frameworks, and ethical considerations for professionals. Instant feedback with explanations.
Chapter 7 Quiz — Responsible AI Foundations
5-question self-assessment on responsible AI principles, governance frameworks, and ethical considerations. Instant feedback with explanations.
Chapter 7 Quiz — The AI Founding Team
5-question self-assessment on building an AI founding team, co-founder dynamics, hiring for AI startups, and team structure. Instant feedback with explanations.
Chapter 7 Quiz — The AI Founding Team
5-question self-assessment on building an AI founding team, co-founder dynamics, and startup team structure. Instant feedback with explanations.
Chapter 7 Quiz — ज़िम्मेदार AI की बुनियाद
5-question self-assessment on the foundations of responsible AI. Instant feedback with explanations. हिंदी में।
Chapter 7 Quiz — बदलाव, Skills और संस्कृति
5-question self-assessment on change, skills and culture. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — AI for Legal
7-question self-assessment on AI in legal practice, contract analysis, legal research, compliance automation, and risk assessment. Instant feedback with explanations.
Chapter 8 Quiz — AI for Talent Sourcing
6-question self-assessment on AI in recruitment, candidate screening, and hiring workflows. Instant feedback with explanations.
Chapter 8 Quiz — AI for Talent Sourcing
5-question self-assessment on AI for talent sourcing. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — Go to Market
2-question self-assessment on go-to-market strategy. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — Go to Market
5-question self-assessment on go-to-market strategy, launch channels, and customer acquisition for AI ventures. Instant feedback with explanations.
Chapter 8 Quiz — Go to Market
5-question self-assessment on go-to-market strategy, launch channels, early traction, and customer acquisition for AI ventures. Instant feedback with explanations.
Chapter 8 Quiz — Governance, Risk and Compliance
2-question self-assessment on AI governance frameworks, risk management, regulatory compliance, and the EU AI Act. Instant feedback with explanations.
Chapter 8 Quiz — Governance, Risk and Compliance
5-question self-assessment on AI governance frameworks, risk management, and regulatory compliance. Instant feedback with explanations.
Chapter 8 Quiz — Governance, Risk और Compliance
5-question self-assessment on governance, risk and compliance. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — The AI Project Lifecycle
5-question self-assessment on the AI project lifecycle. Instant feedback with explanations.
Chapter 8 Quiz — What’s Coming Next
5-question self-assessment on AI trends, emerging technologies, and preparing for the next wave of AI. Instant feedback with explanations.
Chapter 8 Quiz — What’s Coming Next
2-question self-assessment on AI trends, emerging technologies, and preparing for the next wave of AI innovation. Instant feedback with explanations.
Chapter 8 Quiz — आगे क्या आने वाला है
5-question self-assessment on what’s coming next. Instant feedback with explanations. हिंदी में।
Chapter 9 Quiz — AI for Business Development
7-question self-assessment on AI in business development, partnership sourcing, deal flow, and strategic growth. Instant feedback with explanations.
Chapter 9 Quiz — AI for Sales & Marketing
5-question self-assessment on AI in sales and marketing, lead generation, and campaign optimisation. Instant feedback with explanations.
Chapter 9 Quiz — Funding and Unit Economics
5-question self-assessment on AI startup funding, unit economics, and investor pitch preparation. Instant feedback with explanations.
Chapter 9 Quiz — Funding and Unit Economics
5-question self-assessment on AI startup funding, unit economics, burn rate, revenue modelling, and investor pitch preparation. Instant feedback with explanations.
Chapter 9 Quiz — Funding और Unit Economics
2-question self-assessment on funding and unit economics. Instant feedback with explanations. हिंदी में।
Chapter 9 Quiz — Industrialising AI: MLOps and Production
5-question self-assessment on industrialising AI, MLOps, and production. Instant feedback with explanations.
Chapter 9 Quiz — Measuring Impact and Reporting Up
2-question self-assessment on AI ROI measurement, KPIs, board reporting, and demonstrating AI value to stakeholders. Instant feedback with explanations.
Chapter 9 Quiz — Measuring Impact and Reporting Up
5-question self-assessment on AI ROI measurement, KPIs, board reporting, and demonstrating AI value. Instant feedback with explanations.
Chapter 9 Quiz — Sales & Marketing के लिए AI
5-question self-assessment on AI for sales and marketing. Instant feedback with explanations. हिंदी में।
Chapter 9 Quiz — प्रभाव नापना और ऊपर Report करना
5-question self-assessment on measuring impact and reporting upward. Instant feedback with explanations. हिंदी में।
Student AI Project Showcase Rubric
8-criteria rubric for evaluating student AI projects for showcases, UCAS portfolios, and competitions. Covers problem definition, AI integration, technical execution, prompt engineering, responsible AI, presentation, innovation, and reflection.
Vendor Evaluation Scorecard
7-gate vendor evaluation with auto pass/fail scoring. Tests: Problem Fit, Output Quality, Integration, Data Handling, Security, Total Cost, Vendor Viability.
Youth AI Skills Self-Assessment
24-statement self-assessment across 6 dimensions for 18-24 year olds: AI Literacy, Ethical AI Use, Tool Proficiency, Learning with AI, Research & Writing, Professional Presence. Personalised result tiers from 'Getting Started' to 'Leading the Pack'.
Business Functions(5)
AI for HR — Recruitment Workflow Template
Visual recruitment workflow with 6 AI-enhanced stages: Job Design, Sourcing, Screening, Interview, Selection, Onboarding. Each stage has AI use cases, tools, and time savings.
AI for Legal — Contract Review Checklist
25-item checklist for AI-assisted contract review: Key Terms, Risk Clauses, Compliance, IP & Data, Commercial Terms. Traffic-light compliance scoring.
AI for Marketing — Campaign Planning Template
Campaign planner with objective, audience, channels, AI tools per channel, 4-week content calendar, budget allocation, and KPIs. Fully editable with localStorage.
AI for PM — Project Planning Framework
AI-enhanced project planning: charter fields, work breakdown structure, risk register, RACI matrix, and milestone timeline. Editable throughout.
AI for Sales — Pipeline Automation Checklist
30-item checklist across 6 sales pipeline stages: Lead Gen, Qualification, Outreach, Proposal, Negotiation, Close. Traffic-light progress per stage.
Compliance & Governance(8)
AI Governance Checklist (ISO 42001 Aligned)
33-item interactive governance checklist aligned to ISO 42001 principles. Covers AI policy, risk assessment, data governance, transparency, bias, human oversight, security, and monitoring. Traffic-light compliance scoring per section.
AI Risk Assessment Template
Identify, score, and mitigate risks for AI deployments. 5x5 risk matrix, pre-populated with 6 common AI risks, editable likelihood/impact scores, mitigation plans, and owner tracking. Add custom risks.
Data Handling Agreement Template
UK GDPR-compliant Data Processing Agreement between school (Controller) and AI provider (Processor). Covers data categories, AI-specific provisions, security measures, breach notification, and retention.
Data Privacy Compliance Checklist (UK GDPR)
35-item checklist across 7 GDPR areas: Lawful Basis, Data Rights, Security, DPIAs, Breach Response, International Transfers, AI-Specific. Compliance score with traffic lights.
Responsible AI Checklist
22-item pre-deployment checklist covering 6 pillars: Fairness, Transparency, Accountability, Privacy, Safety, and Human Oversight. Includes sign-off section.
Safeguarding Compliance Checklist (KCSIE 2025)
30-item checklist across 6 safeguarding areas aligned with KCSIE 2025: Policy, Data Protection, Age-Appropriate Use, Content Safety, Staff Training, and Incident Response. Traffic-light scoring with evidence notes.
School AI Partnership Agreement Template
Template agreement between a school and AI training provider. Covers programme details, responsibilities, data protection, safeguarding, financial terms, and termination. Editable fields with signature blocks.
School AI Policy Template
Customisable AI acceptable use policy for schools. 9 sections covering purpose, scope, approved tools, staff use, student use, academic integrity, data protection, safeguarding, and monitoring. Ready to print.
Creative(2)
AI Content Creator Toolkit Checklist
33-item checklist across 7 categories for setting up a complete AI content creation toolkit. Covers foundation setup, text tools, visual content, video/audio, social media workflow, creative process, and responsible creation.
AI Creative Workflow Planner
A 5-stage interactive planner for content creators: Ideate, Create, Refine, Publish, Learn. Includes project brief, tool stack planner, and responsible creation checklist. Maps the complete AI-assisted creative pipeline.
Engineering(4)
AI Opportunity Scorecard (Project Eval)
Score AI project opportunities across 6 dimensions: Business Value, Technical Feasibility, Data Readiness, Team Capability, Risk Level, Time to Value. Compare up to 3 projects side-by-side.
AI Project Success Criteria Template
Define success for an AI project: SMART objectives, technical metrics, business metrics, acceptance criteria checklist, and stakeholder sign-off section.
Data Strategy Assessment (4 Dimensions)
Rate your data across 4 dimensions: Quality, Accessibility, Governance, Volume. 4 statements per dimension rated 1-5. Bar chart results with targeted recommendations.
Problem-Worth-Solving Worksheet
Guided worksheet: define the problem, who it affects, current cost, why AI specifically, what data exists, success criteria, and go/no-go decision framework.
Entrepreneurship(3)
AI Pricing Strategy Worksheet
Guide through AI product pricing: Cost Analysis, Competitor Benchmarking (up to 5), Value-Based Pricing, Model Selection (subscription/usage/freemium), Final Recommendation.
AI Venture Canvas (1-page)
Single-page canvas for AI startup ideas: Problem, Solution, AI Advantage, Target Customer, Revenue Model, Key Metrics, Channels, Cost Structure, Unfair Advantage. Print-optimized.
Lean AI Experiment Planner
Plan and track lean experiments: Hypothesis, Design, Success Metric, Timeline, Resources, Results, Learning, Next Action. Track multiple experiments with status tracking.
Go-to-Market & Sales(1)
Business Operations(17)
30-Day AI Pilot Plan
A structured 30-day plan for piloting AI in your small business. Four weekly phases: Choose & Set Up, Test & Learn, Measure, and Decide. Interactive checkboxes, time tracking, and auto-calculated ROI estimates.
AI Decision Framework
Should you use AI for this task? Answer 8 weighted questions to get a clear GO / CAUTION / STOP recommendation. Considers error consequences, data privacy, team acceptance, and task suitability.
AI Operations Hub Setup Guide
A step-by-step interactive checklist for setting up an AI operations hub in your small business. 24 tasks across 6 phases — from appointing an AI champion to scaling across departments. Progress tracked automatically.
AI ROI Calculator for Small Businesses
Calculate the return on investment for AI tools in your business. Input your costs, team size, and expected time savings — get monthly savings, annual ROI, payback period, and a 12-month projection. Includes conservative, moderate, and optimistic scenarios.
AI Tool Directory for UK Small Businesses
A curated, filterable directory of 20 AI tools for small businesses — organised by function (writing, design, productivity, customer service, finance) with pricing tiers and use case recommendations.
Five-Area Business AI Assessment
Rate your business across 5 dimensions — Customer Experience, Marketing & Sales, Operations, Finance & Compliance, and People & Knowledge. 20 questions produce a scored assessment with AI recommendations for your weakest areas.
Quick Wins Matrix — AI Opportunities for Your Business
An interactive Impact vs Effort matrix for prioritising AI opportunities. Pre-loaded with 12 common SME tasks — click to move between quadrants. Add your own tasks and generate a prioritised action plan.
Sector Spotlight: Agriculture (Bharat)
AI guide for Indian farmers and agribusinesses. Top 10 use cases: crop advisory, weather, pest detection, market prices. Covers APMC, PM-KISAN, crop insurance. 90-day roadmap.
Sector Spotlight: Fintech (Bharat)
AI guide for Indian fintech and financial services. Top 10 use cases: KYC automation, fraud detection, credit scoring. Covers RBI, SEBI, DPDPA. 90-day roadmap.
Sector Spotlight: MSMEs (Bharat)
AI guide for Indian MSMEs. Top 10 use cases including GST billing, inventory, WhatsApp customer service, and compliance. Covers MSME Act, GST, labour laws. 90-day roadmap.
Seven Gates Tool Evaluation Framework
Evaluate AI tools through 7 gates: Accuracy, Privacy, Cost, Usability, Integration, Support, and Scalability. Rate 3 criteria per gate (1-5), compare up to 3 tools side-by-side with Pass/Conditional/Fail verdicts.
Standard Operating Procedure Template
Complete SOP template with numbered steps, warnings, common mistakes, and approval sign-off. Add steps dynamically.
UK Sector Spotlight: Healthcare
AI guide for UK healthcare practices — GPs, dentists, physios, opticians, pharmacies. Top 10 use cases with time savings, regulatory considerations (CQC, NHS DSPT, Caldicott, GDC/GMC), and a 90-day roadmap.
UK Sector Spotlight: Manufacturing
AI guide for UK SME manufacturers. Top 10 use cases including quality inspection, supply chain monitoring, predictive maintenance, and production planning. Regulatory coverage for H&S, ISO 9001, COSHH, and REACH.
UK Sector Spotlight: Professional Services
AI guide for UK professional services firms — accountants, solicitors, consultants, architects, surveyors. Top 10 use cases with time savings, regulatory considerations (SRA, ICAEW, RIBA, RICS), and a 90-day implementation roadmap.
UK Sector Spotlight: Retail & Hospitality
AI guide for UK retail and hospitality businesses — shops, restaurants, cafés, hotels. Top 10 use cases with time savings, regulatory considerations (food safety, Trading Standards), and a 90-day implementation roadmap.
UK Sector Spotlight: Trades & Construction
AI guide for UK trades and construction businesses — electricians, plumbers, builders, contractors. Top 10 use cases with time savings, regulatory considerations (CDM, Gas Safe, Building Regs), and a 90-day roadmap.
Prompt Engineering(4)
25-Prompt Starter Pack for Small Businesses
25 ready-to-use AI prompts organised by business function: customer service, marketing, operations, finance, and HR. Each prompt is customisable for your specific business. The most-downloaded resource in the SME Toolkit.
Professional Prompt Templates (10 Scenarios)
10 ready-to-use professional prompt templates covering email drafting, meeting summaries, research briefs, report writing, and more. Each template is customisable with copy-to-clipboard functionality.
Prompt Cheat Sheet (Wall Poster)
A visually striking, printable A4 poster with prompt formulas, tips, and examples for students. Colour-coded sections: Ask, Refine, Check, Create. Perfect for classroom display.
RCTFC Prompt Framework Card
Quick reference for the Role-Context-Task-Format-Constraints framework. Includes before/after comparison and a live prompt builder.
Strategy(9)
ADAPT Change Management Framework
5-phase change management framework for AI adoption: Assess, Design, Activate, Progress, Transform. 25 tasks with checkboxes, phase-level progress tracking, notes, and change management KPIs.
AI Business Case Evaluation Template
Build a compelling business case for AI investment. Interactive template with executive summary, problem statement, cost-benefit analysis (auto-calculated ROI), risk assessment matrix, implementation timeline, and approval workflow.
AI Maturity Assessment — The 5 Stages
Determine your organisation's AI maturity across 5 dimensions: Strategy, People, Data, Governance, and Execution. 20-question assessment maps you to one of 5 stages (Aware → Transforming) with gap analysis and advancement recommendations.
AI Metrics Dashboard Template
Track AI initiative impact across 4 categories: value, adoption, quality, and efficiency. Editable KPI cards, trend tracking, adoption sliders with colour-coded bars, and executive commentary section.
Impact-Feasibility Matrix
Interactive 2x2 matrix for prioritising AI initiatives by impact and feasibility. Pre-loaded with common enterprise AI initiatives — click to move between quadrants. Add custom items and generate a prioritised plan.
Leading vs Lagging Indicators Tracker
Track both predictive (leading) and outcome (lagging) indicators for AI initiatives. Pre-populated with 12 common indicators, editable names and values, frequency selection, and trend tracking.
Organisational AI Readiness Assessment
Rate 24 statements across 6 dimensions to assess your organisation's readiness for AI. Produces a readiness profile with bar charts, overall verdict, and targeted recommendations for weak areas.
Use Case Scorecard
Score and compare up to 5 AI use cases across 6 dimensions (strategic fit, feasibility, data readiness, risk, ROI, time to value). Side-by-side comparison with bar charts and auto-recommendation.
Vision-to-Value Strategic Planning Canvas
A 6-section interactive canvas for mapping AI vision to business value. Covers current state, AI vision, strategic priorities, initiatives, success metrics, and risks. Editable fields with localStorage persistence.
Student & Research(154)
30-Day Challenge Tracker
4-week AI challenge tracker with daily tasks, tool tracking, reflections, and a final project documentation template. Tabbed week view with progress bar.
AI Safety 5-Point Checklist
Wall poster for students — Is it TRUE? Is it MINE? Is it SAFE? Is it FAIR? Is it ALLOWED? Print and stick on your wall.
AI Safety Checklist for Students
A student-friendly checklist covering safe AI use — privacy, academic integrity, fact-checking, and digital citizenship. Designed for classroom display or student handouts.
Chapter 1 Quiz — AI in Every Career
5-question self-assessment on how AI is reshaping careers, industry-specific AI applications, and future-proofing your skills. Instant feedback with explanations.
Chapter 1 Quiz — AI in Every Career
5-question self-assessment on AI’s role across careers, industry applications, and future-proofing your path. Instant feedback with explanations.
Chapter 1 Quiz — AI की दुनिया में स्वागत है
6-question self-assessment on welcome to the world of AI. Instant feedback with explanations. हिंदी में।
Chapter 1 Quiz — AI-नेटिव ग्रेजुएट
1-question self-assessment on becoming an AI-native graduate. Instant feedback with explanations. हिंदी में।
Chapter 1 Quiz — AIの時代へようこそ
5-question self-assessment on the AI age and its impact. Instant feedback with explanations. 日本語。
Chapter 1 Quiz — From Consumer to Creator
5-question self-assessment on shifting from AI consumer to creator, building with AI, and developing a maker mindset. Instant feedback with explanations.
Chapter 1 Quiz — The AI Edge
7-question self-assessment on the AI advantage for young adults, employability, and understanding the AI landscape. Instant feedback with explanations.
Chapter 1 Quiz — The AI-Native Generation
5-question self-assessment on being AI-native, generational advantages, and leveraging AI fluency for career acceleration. Instant feedback with explanations.
Chapter 1 Quiz — The AI-Native Graduate
1-question self-assessment on being an AI-native graduate and leveraging AI fluency for career advantage. Instant feedback with explanations.
Chapter 1 Quiz — Welcome to the AI Age
5-question self-assessment on the AI age and its impact on everyday life. Instant feedback with explanations.
Chapter 1 Quiz — Welcome to the AI Age
5-question self-assessment on AI history and the dawn of the AI age. Instant feedback with explanations.
Chapter 1 Quiz — Welcome to the AI Age
6-question self-assessment on AI history, the Transformer breakthrough, generative AI, hallucinations, and India’s AI landscape. Instant feedback with explanations.
Chapter 1 Quiz — Your AI Toolkit
3-question self-assessment on setting up your AI toolkit, choosing the right tools, and getting started with hands-on AI. Instant feedback with explanations.
Chapter 1 Quiz — Your AI Toolkit
3-question self-assessment on AI tools, setup, and getting started with your toolkit. Instant feedback with explanations.
Chapter 1 Quiz — तुम्हारा AI Toolkit
3-question self-assessment on your AI toolkit. Instant feedback with explanations. हिंदी में।
Chapter 1 Quiz — हर Career में AI
5-question self-assessment on AI in every career. Instant feedback with explanations. हिंदी में।
Chapter 10 Quiz — AI for Your Subjects
3-question self-assessment on applying AI across school subjects, subject-specific prompting, and integrating AI into your studies. Instant feedback with explanations.
Chapter 10 Quiz — AI Research and Critical Thinking
5-question self-assessment on AI-powered research, source evaluation, critical analysis, and thinking clearly about AI claims. Instant feedback with explanations.
Chapter 10 Quiz — AI Research and Critical Thinking
5-question self-assessment on evaluating AI claims, research methodology, critical analysis of AI outputs, and academic rigour. Instant feedback with explanations.
Chapter 10 Quiz — AI Research और Critical Thinking
5-question self-assessment on AI research and critical thinking. Instant feedback with explanations. हिंदी में।
Chapter 10 Quiz — Responsible AI
5-question self-assessment on the AI Safety Checklist, deepfakes, the Trust Spectrum, AI hallucinations, and algorithmic bias.
Chapter 10 Quiz — Responsible AI
6-question self-assessment on responsible AI practices. Instant feedback with explanations. हिंदी में।
Chapter 10 Quiz — Responsible AI
8-question self-assessment on responsible AI, ethics, and safe usage. Instant feedback with explanations.
Chapter 10 Quiz — Responsible AI
8-question self-assessment on responsible AI. Instant feedback with explanations.
Chapter 10 Quiz — Robot Programming
5-question self-assessment on robot programming. Instant feedback with explanations. हिंदी में।
Chapter 10 Quiz — 責任
8-question self-assessment on responsible AI and ethics. Instant feedback with explanations. 日本語。
Chapter 11 Quiz — AI and Your Future
6-question self-assessment on AI careers, future-proof skills, the job market impact of AI, and career planning strategies.
Chapter 11 Quiz — AI and Your Future
5-question self-assessment on AI and your future. Instant feedback with explanations.
Chapter 11 Quiz — AI और तुम्हारा भविष्य
6-question self-assessment on AI and your future. Instant feedback with explanations. हिंदी में।
Chapter 11 Quiz — How to Learn Anything
5-question self-assessment on AI-powered learning strategies and self-directed study. Instant feedback with explanations.
Chapter 11 Quiz — Your AI Career Roadmap
5-question self-assessment on AI career paths, building a portfolio, skill development, and planning your AI career journey. Instant feedback with explanations.
Chapter 11 Quiz — Your AI Career Roadmap
5-question self-assessment on planning your AI career, skill development, and building a roadmap for AI-related roles. Instant feedback with explanations.
Chapter 11 Quiz — तुम्हारा AI Career Roadmap
2-question self-assessment on your AI career roadmap. Instant feedback with explanations. हिंदी में।
Chapter 11 Quiz — 何でも学ぶ方法
5-question self-assessment on AI-powered learning strategies. Instant feedback with explanations. 日本語。
Chapter 12 Quiz — What's Coming Next
7-question self-assessment on future AI trends and what's coming next. Instant feedback with explanations.
Chapter 12 Quiz — What’s Coming Next
6-question self-assessment on AI alignment, world models, MuZero, India’s Seven AI Sutras, AI efficiency, and staying informed about AI developments.
Chapter 12 Quiz — What’s Coming Next
5-question self-assessment on what’s coming next in AI. Instant feedback with explanations.
Chapter 12 Quiz — आगे क्या आ रहा है
6-question self-assessment on what’s coming next in AI. Instant feedback with explanations. हिंदी में।
Chapter 12 Quiz — これから何が起きるのか
7-question self-assessment on future AI trends. Instant feedback with explanations. 日本語。
Chapter 2 Quiz — AI for Research
5-question self-assessment on AI-powered research methods, literature review, source validation, and research workflows. Instant feedback with explanations.
Chapter 2 Quiz — AI असल में कैसे काम करता है
5-question self-assessment on how AI actually works. Instant feedback with explanations. हिंदी में।
Chapter 2 Quiz — AI का अँधेरा पहलू
5-question self-assessment on the dark side of AI. Instant feedback with explanations. हिंदी में।
Chapter 2 Quiz — AIは実際にどう動くのか
5-question self-assessment on how AI actually works. Instant feedback with explanations. 日本語。
Chapter 2 Quiz — How AI Actually Works
5-question self-assessment on how AI actually works, including machine learning fundamentals. Instant feedback with explanations.
Chapter 2 Quiz — How AI Actually Works
5-question self-assessment on how AI actually works. Instant feedback with explanations.
Chapter 2 Quiz — How AI Actually Works
5-question self-assessment on neural networks, training data, tokens, GPUs, and the difference between AI training and inference.
Chapter 2 Quiz — Prompt Engineering Workshop
3-question self-assessment on prompt engineering techniques, crafting effective prompts, and iterating for better AI outputs. Instant feedback with explanations.
Chapter 2 Quiz — Prompt Engineering Workshop
2-question self-assessment on prompt engineering techniques and crafting effective AI prompts. Instant feedback with explanations.
Chapter 2 Quiz — Prompt Engineering Workshop
2-question self-assessment on prompt engineering techniques. Instant feedback with explanations. हिंदी में।
Chapter 2 Quiz — The Dark Side of AI
5-question self-assessment on AI risks, misinformation, deepfakes, bias, and critical thinking about AI harms. Instant feedback with explanations.
Chapter 2 Quiz — The Dark Side of AI
5-question self-assessment on AI risks, deepfakes, misinformation, bias, surveillance, and ethical challenges. Instant feedback with explanations.
Chapter 2 Quiz — The Line
5-question self-assessment on academic integrity, where to draw the line with AI, ethical use, and responsible AI in education. Instant feedback with explanations.
Chapter 2 Quiz — Your AI Portfolio
5-question self-assessment on building an AI portfolio, showcasing projects, and demonstrating AI skills to employers. Instant feedback with explanations.
Chapter 2 Quiz — Your AI Portfolio
1-question self-assessment on building and showcasing an AI portfolio to employers. Instant feedback with explanations.
Chapter 2 Quiz — तुम्हारा AI Portfolio
1-question self-assessment on your AI portfolio. Instant feedback with explanations. हिंदी में।
Chapter 3 Quiz — AI for Creative and Communication
5-question self-assessment on AI in creative production, communication workflows, content generation, and multimedia creation. Instant feedback with explanations.
Chapter 3 Quiz — AI for Dissertations and Theses
1-question self-assessment on using AI for dissertations, theses, and major research projects. Instant feedback with explanations.
Chapter 3 Quiz — AI for Major Research Projects
5-question self-assessment on using AI for dissertations, extended projects, research methodology, and academic AI workflows. Instant feedback with explanations.
Chapter 3 Quiz — AI कैसे काम करता है
3-question self-assessment on how AI works. Instant feedback with explanations. हिंदी में।
Chapter 3 Quiz — Dissertations और Theses के लिए AI
1-question self-assessment on AI for dissertations and theses. Instant feedback with explanations. हिंदी में।
Chapter 3 Quiz — First Hands On AI Tools
3-question self-assessment on using your first AI tools, comparing outputs, and building confidence with hands-on experimentation. Instant feedback with explanations.
Chapter 3 Quiz — How AI Actually Works
3-question self-assessment on AI fundamentals, machine learning concepts, and how modern AI systems function. Instant feedback with explanations.
Chapter 3 Quiz — How LLMs Actually Work
5-question self-assessment on large language model architecture, tokenisation, attention mechanisms, and the training pipeline. Instant feedback with explanations.
Chapter 3 Quiz — How LLMs Actually Work
5-question self-assessment on large language models, transformers, tokenisation, and how AI generates text. Instant feedback with explanations.
Chapter 3 Quiz — LLMs Actually कैसे काम करते हैं
5-question self-assessment on how LLMs actually work. Instant feedback with explanations. हिंदी में।
Chapter 3 Quiz — The AI You Already Use
5-question self-assessment on the AI you already use. Instant feedback with explanations.
Chapter 3 Quiz — The AI You Already Use
5-question self-assessment on everyday AI applications, recommendation algorithms, voice assistants, and AI in Indian platforms.
Chapter 3 Quiz — The AI You Already Use
5-question self-assessment on AI tools and services you already use daily. Instant feedback with explanations.
Chapter 3 Quiz — Your AI Toolkit
5-question self-assessment on selecting and using AI tools, comparing capabilities, and building your personal AI toolkit. Instant feedback with explanations.
Chapter 3 Quiz — वो AI जो तुम पहले से इस्तेमाल करते हो
5-question self-assessment on the AI you already use. Instant feedback with explanations. हिंदी में।
Chapter 3 Quiz — もう使っているAI
5-question self-assessment on AI tools and services you already use. Instant feedback with explanations. 日本語。
Chapter 4 Quiz — Advanced Prompt Engineering
5-question self-assessment on advanced prompting techniques, chain-of-thought, few-shot, and systematic prompt design. Instant feedback with explanations.
Chapter 4 Quiz — Advanced Prompt Engineering
5-question self-assessment on advanced prompt engineering techniques. Instant feedback with explanations. हिंदी में।
Chapter 4 Quiz — Advanced Prompt Engineering
5-question self-assessment on advanced prompting strategies, chain-of-thought, few-shot examples, and systematic prompt iteration. Instant feedback with explanations.
Chapter 4 Quiz — AI and Your Digital Life
5-question self-assessment on data privacy, the DPDP Act, digital footprints, and protecting your information in the age of AI.
Chapter 4 Quiz — AI and Your Digital Life
5-question self-assessment on AI in your digital life, privacy, and online safety. Instant feedback with explanations.
Chapter 4 Quiz — AI and Your Digital Life
5-question self-assessment on AI and your digital life. Instant feedback with explanations.
Chapter 4 Quiz — AI for Data and Analysis
5-question self-assessment on AI-assisted data analysis, visualisation, pattern recognition, and drawing insights from datasets. Instant feedback with explanations.
Chapter 4 Quiz — AI और तुम्हारी Digital Life
5-question self-assessment on AI privacy, the screenshot test, and data protection. Instant feedback with explanations. हिंदी में।
Chapter 4 Quiz — AI-Powered Learning
5-question self-assessment on using AI to accelerate learning, personalised study plans, and AI as a learning companion. Instant feedback with explanations.
Chapter 4 Quiz — AIとデジタルライフ
5-question self-assessment on AI in your digital life. Instant feedback with explanations. 日本語。
Chapter 4 Quiz — Application से Day 90 तक
1-question self-assessment on from application to day 90. Instant feedback with explanations. हिंदी में।
Chapter 4 Quiz — From Application to Day 90
5-question self-assessment on job applications, AI-powered CVs, interview preparation, and thriving in your first 90 days. Instant feedback with explanations.
Chapter 4 Quiz — From Application to Day 90
1-question self-assessment on AI-powered job applications, interview prep, and thriving in your first 90 days. Instant feedback with explanations.
Chapter 4 Quiz — How AI Actually Works
3-question self-assessment on neural networks, training vs inference, tokens, and the mechanics behind AI systems. Instant feedback with explanations.
Chapter 4 Quiz — Your AI Creative Studio
3-question self-assessment on AI-powered creative tools, image generation, and multimedia creation. Instant feedback with explanations.
Chapter 4 Quiz — तुम्हारा AI Creative Studio
3-question self-assessment on your AI creative studio. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — AI and Creative Expression
5-question self-assessment on AI in creative arts, generative media, co-creation workflows, and the future of human creativity. Instant feedback with explanations.
Chapter 5 Quiz — AI and Creative Expression
5-question self-assessment on AI in creative work, generative art, music, writing, and the intersection of AI and creativity. Instant feedback with explanations.
Chapter 5 Quiz — AI और रचनात्मक अभिव्यक्ति
5-question self-assessment on AI and creative expression. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — AI से तुम्हारी पहली बातचीत
6-question self-assessment on your first conversation with AI. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — Building with AI
5-question self-assessment on building AI-powered projects, prototyping, API integration, and shipping your first AI application. Instant feedback with explanations.
Chapter 5 Quiz — Power Moves — काम में लगाओ
3-question self-assessment on putting AI power moves to work. Instant feedback with explanations. हिंदी में।
Chapter 5 Quiz — Research and Writing with AI
5-question self-assessment on AI-assisted research, writing workflows, source evaluation, and maintaining your authentic voice. Instant feedback with explanations.
Chapter 5 Quiz — Starting Something
5-question self-assessment on AI-powered entrepreneurship, side projects, validating ideas, and launching your first venture. Instant feedback with explanations.
Chapter 5 Quiz — The Power Moves in Action
3-question self-assessment on advanced AI techniques and putting power moves into practice. Instant feedback with explanations.
Chapter 5 Quiz — Your AI Creative Studio
3-question self-assessment on AI-powered creativity, generating images, music, and video, and creative ownership. Instant feedback with explanations.
Chapter 5 Quiz — Your First AI Conversation
6-question self-assessment on prompting basics, conversation starters, context-setting, and getting useful responses from AI chatbots.
Chapter 5 Quiz — Your First AI Conversation
5-question self-assessment on having your first AI conversation and chat techniques. Instant feedback with explanations.
Chapter 5 Quiz — Your First AI Conversation
5-question self-assessment on your first AI conversation. Instant feedback with explanations.
Chapter 5 Quiz — はじめてのAI会話
5-question self-assessment on having your first AI conversation. Instant feedback with explanations. 日本語。
Chapter 6 Quiz — AI and Your Data
5-question self-assessment on data privacy, how AI uses your data, consent, data rights, and protecting personal information. Instant feedback with explanations.
Chapter 6 Quiz — AI and Your Data
5-question self-assessment on data privacy, AI data handling, personal information, and protecting your digital footprint. Instant feedback with explanations.
Chapter 6 Quiz — AI for Further Study
5-question self-assessment on using AI for postgraduate study, research proposals, academic writing, and lifelong learning. Instant feedback with explanations.
Chapter 6 Quiz — AI in the Real World
5-question self-assessment on real-world AI deployments, industry applications, limitations, and bridging the gap between demos and production. Instant feedback with explanations.
Chapter 6 Quiz — AI और तुम्हारा Data
5-question self-assessment on AI and your data. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — Build Your First AI App
3-question self-assessment on building your first AI application, APIs, and shipping a working project. Instant feedback with explanations.
Chapter 6 Quiz — The Cheat Code That Isn't Cheating
3-question self-assessment on using AI ethically as a study aid. Instant feedback with explanations.
Chapter 6 Quiz — The Cheat Code That Isn’t Cheating
4-question self-assessment on using AI ethically for schoolwork, the difference between AI-assisted learning and cheating, and academic integrity.
Chapter 6 Quiz — The Cheat Code That Isn’t Cheating
3-question self-assessment on using AI ethically in schoolwork. Instant feedback with explanations.
Chapter 6 Quiz — The Power Moves in Action
3-question self-assessment on advanced AI techniques, chaining prompts, and applying power moves to real tasks. Instant feedback with explanations.
Chapter 6 Quiz — Your Professional AI Presence
5-question self-assessment on building a professional AI presence, LinkedIn profiles, personal branding, and standing out in the job market. Instant feedback with explanations.
Chapter 6 Quiz — अपना पहला AI App बनाओ
3-question self-assessment on building your first AI app. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — वो Cheat Code जो Cheating नहीं है
4-question self-assessment on using AI ethically as a learning tool. Instant feedback with explanations. हिंदी में।
Chapter 6 Quiz — ズルじゃないチートコード
3-question self-assessment on using AI ethically as a study aid. Instant feedback with explanations. 日本語。
Chapter 7 Quiz — AI APIs से Building
3-question self-assessment on building with AI APIs. Instant feedback with explanations. हिंदी में।
Chapter 7 Quiz — AIクリエイティブスタジオ
3-question self-assessment on AI-powered creative tools. Instant feedback with explanations. 日本語。
Chapter 7 Quiz — Build Your First AI App
3-question self-assessment on building your first AI application, connecting APIs, and deploying a working prototype. Instant feedback with explanations.
Chapter 7 Quiz — Building with AI APIs
5-question self-assessment on AI APIs, integration patterns, authentication, and building applications with AI services. Instant feedback with explanations.
Chapter 7 Quiz — Building with AI APIs
5-question self-assessment on AI APIs, authentication, making API calls, parsing responses, and building AI-powered applications. Instant feedback with explanations.
Chapter 7 Quiz — Responsible AI: Your Call
5-question self-assessment on responsible AI principles, bias awareness, ethical decision-making, and your role in shaping AI’s future. Instant feedback with explanations.
Chapter 7 Quiz — The Long Game
5-question self-assessment on long-term AI career strategy, staying current, adaptability, and building a sustainable AI-powered career. Instant feedback with explanations.
Chapter 7 Quiz — Vibe Coding — Build Apps by Talking
5-question self-assessment on vibe coding, natural language programming, and building apps through conversation. Instant feedback with explanations.
Chapter 7 Quiz — Vibe Coding — बोल कर App बनाओ
5-question self-assessment on vibe coding and building apps by talking. Instant feedback with explanations. हिंदी में।
Chapter 7 Quiz — Your AI Creative Studio
4-question self-assessment on AI-powered creativity, music/art/video generation, creative ownership, and MeitY labelling requirements.
Chapter 7 Quiz — Your AI Creative Studio
3-question self-assessment on your AI creative studio. Instant feedback with explanations.
Chapter 7 Quiz — Your AI Creative Studio
3-question self-assessment on AI-powered creative tools and multimedia creation. Instant feedback with explanations.
Chapter 7 Quiz — Your AI Ethics in Practice
5-question self-assessment on applied AI ethics, bias testing, fairness audits, and making responsible choices in your AI projects. Instant feedback with explanations.
Chapter 7 Quiz — तुम्हारा AI Creative Studio
4-question self-assessment on your AI creative studio. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — 30 दिन का AI Challenge
6-question self-assessment on the 30-day AI challenge. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — Claude Code के साथ Vibe Coding
5-question self-assessment on vibe coding with Claude Code. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — Prompt Craft 101
4-question self-assessment on prompt craft fundamentals. Instant feedback with explanations.
Chapter 8 Quiz — Prompt Craft 101
4-question self-assessment on prompt engineering fundamentals. Instant feedback with explanations. हिंदी में।
Chapter 8 Quiz — Prompt Craft 101
4-question self-assessment on advanced prompting techniques, the RCTFC framework, chain-of-thought prompting, and prompt iteration.
Chapter 8 Quiz — Prompt Craft 101
4-question self-assessment on prompt crafting techniques and effective AI prompting. Instant feedback with explanations.
Chapter 8 Quiz — The 30-Day AI Challenge
6-question self-assessment on the 30-day AI challenge, daily practice, and building consistent AI habits. Instant feedback with explanations.
Chapter 8 Quiz — Vibe Coding
5-question self-assessment on vibe coding, building apps by talking to AI, natural-language programming, and iterating with AI assistants. Instant feedback with explanations.
Chapter 8 Quiz — Vibe Coding with Claude Code
5-question self-assessment on vibe coding with Claude Code, AI-assisted development, and conversational programming. Instant feedback with explanations.
Chapter 8 Quiz — Vibe Coding with Claude Code
5-question self-assessment on vibe coding with Claude Code, natural-language programming, iterative development, and AI pair programming. Instant feedback with explanations.
Chapter 8 Quiz — プロンプト・クラフト101
4-question self-assessment on prompt crafting techniques. Instant feedback with explanations. 日本語。
Chapter 9 Quiz — Embodied AI and the Physical World
5-question self-assessment on embodied AI, robotics, physical computing, and AI in the real world. Instant feedback with explanations.
Chapter 9 Quiz — Embodied AI and the Physical World
5-question self-assessment on embodied AI, robotics, reinforcement learning, sensors, and AI in physical environments. Instant feedback with explanations.
Chapter 9 Quiz — Embodied AI और Physical World
5-question self-assessment on embodied AI and the physical world. Instant feedback with explanations. हिंदी में।
Chapter 9 Quiz — Programming Robots
5-question self-assessment on programming robots, embodied AI, and physical computing with AI. Instant feedback with explanations.
Chapter 9 Quiz — Robots That Learn
5-question self-assessment on robots that learn. Instant feedback with explanations.
Chapter 9 Quiz — Robots That Learn
5-question self-assessment on robots, machine learning, and intelligent systems. Instant feedback with explanations.
Chapter 9 Quiz — Robots That Learn
5-question self-assessment on AI in robotics, embodied AI, reinforcement learning, and real-world robot applications.
Chapter 9 Quiz — Subjects में AI
3-question self-assessment on AI across school subjects. Instant feedback with explanations. हिंदी में।
Chapter 9 Quiz — The 30-Day AI Challenge
6-question self-assessment on the 30-day AI challenge structure, daily tasks, building habits, and tracking your AI learning progress. Instant feedback with explanations.
Chapter 9 Quiz — सीखने वाले Robots
5-question self-assessment on learning robots and embodied AI. Instant feedback with explanations. हिंदी में।
Chapter 9 Quiz — 学ぶロボットたち
5-question self-assessment on robots and machine learning. Instant feedback with explanations. 日本語。
Teaching & Facilitation(17)
AI Club Acceptable Use Policy
Ready-to-customise AI policy template for school clubs. Covers tools, data handling, academic integrity, content creation, and reporting. Includes student + parent consent.
AI Lesson Plan Template
Complete lesson plan template with learning objectives (Bloom's taxonomy verbs), colour-coded starter/main/plenary sections, resources checklist, SEN/EAL differentiation, risk assessment, and post-lesson reflection.
CPD Session Plan Template
Plan AI-focused CPD sessions for school staff. Includes learning objectives, timed activity table with auto-totalling, resource checklists, feedback methods, and follow-up action planning.
Curriculum Map — Hands On AI
8-chapter curriculum map for Hands On AI linked to KS3-4 subjects. Filterable table with cross-curricular AI integration points.
Curriculum Map — Kickstart AI
8-chapter curriculum map for Kickstart AI linked to KS3 subjects. Filterable table showing AI topics, subject links, key stage alignment, and activity types.
Curriculum Map — Level Up AI
8-chapter curriculum map for Level Up AI linked to KS4-5 subjects. Filterable table for A-Level and GCSE AI integration.
Edition Selection Decision Matrix
Interactive tool to help teachers choose the right aiborg edition for their students. Input year group, subject, and experience level — get a scored recommendation across Kickstart AI, Hands On AI, and Level Up AI.
Portfolio Assessment Rubric
Assess student AI portfolios across 6 criteria: AI Understanding, Prompt Craft, Critical Thinking, Responsible Use, Application, and Reflection. Click descriptors to select levels (1-4). Auto-calculated grade with feedback sections.
Scheme of Work Template (Blank)
Plan your AI teaching sequence week by week. Add learning objectives, activities, resources, and assessment for each session. Includes metadata fields for subject, year group, term, and aiborg edition.
School Deployment Guide — Hands On AI
Deployment checklist for Hands On AI with additional technical requirements: project workspaces, AI tool access, lab setup. 5 sections with progress tracking.
School Deployment Guide — Kickstart AI
Step-by-step deployment checklist for Kickstart AI: Pre-Deployment, Technical Setup, Staff Preparation, Student Onboarding, Ongoing Support. Progress tracking with notes.
School Deployment Guide — Level Up AI
Advanced deployment checklist for Level Up AI: API access, development environments, assessment platforms, portfolio systems. 5 sections with progress tracking.
Staff AI Readiness Self-Assessment
Rate 20 statements across 5 areas (AI Knowledge, Practical Skills, Pedagogy, Safety & Ethics, Leadership) to assess your readiness to teach with AI. Produces a readiness profile with CPD recommendations.
Student Assessment Guidance Rubric — Hands On AI
5-criteria assessment rubric for Hands On AI: Prompt Engineering, Tool Application, Project Work, Data Literacy, Responsible Use. Interactive click-to-score with teacher feedback.
Student Assessment Guidance Rubric — Kickstart AI
5-criteria assessment rubric for Kickstart AI: AI Understanding, Safety Awareness, Basic Prompting, Critical Thinking, Collaboration. Click descriptors to select levels, auto-calculated score.
Student Assessment Guidance Rubric — Level Up AI
5-criteria assessment rubric for Level Up AI: Advanced Prompting, AI System Design, Research Skills, Ethics & Society, Leadership. Interactive scoring with grade boundaries.
Unified Curriculum Map (by Subject)
Map AI topics to curriculum subjects across Key Stages 3-5. Filter by subject (Computer Science, Maths, English, Science, D&T, Business Studies) to see relevant AI integration points with aiborg chapter links.
Youth(4)
AI Portfolio Builder Worksheet
Guide students through building an AI project portfolio: About Me, Projects (up to 6), Skills Matrix (8 AI skills rated 1-5), and Career Goals. Printable summary.
Career AI Readiness Self-Assessment
20 statements across 5 areas: AI Technical Skills, Professional Application, Communication, Ethics, Career Planning. Results with readiness level, charts, and next steps.
Discipline Spotlight Activity Cards
12 interactive activity cards for AI Lab students, one per discipline area. Each card has AI application example, hands-on activity, reflection prompt, and completion toggle.
Youth Challenge Reflection Journal
Structured weekly reflection journal for AI Advantage students. 8 weekly entries with learning reflections, surprise moments, application plans, and confidence ratings.