Six starting points
Choose the learning job before choosing the modules.
A track is a practical starting point, not a fixed syllabus. Discovery determines what stays, changes, or combines with another format.
01Half-day
Executive AI Track
For C-suite, board, senior leaders
Investment thesis, competitive benchmarking, and governance guardrails. Produces a signed pilot scorecard before participants leave the room.
Example modules
- AI landscape & competitive positioning
- Portfolio prioritisation framework
- Risk, compliance & board communication
021–2 days
Practitioner Foundations
For Cross-functional practitioners
Prompting patterns, evaluation habits, and responsible use checkpoints. Works with any LLM stack — Claude, ChatGPT, Gemini, or Copilot.
Example modules
- Prompt engineering & regression mindset
- When not to trust confident outputs
- Documentation & escalation habits
031–2 days
AI Agents & Agentic Workflows
For Technical leads, product teams
MCP, tool-use patterns, multi-agent orchestration, and human-in-the-loop design. Labs build real workflow prototypes.
Example modules
- Agent architecture & tool-use
- MCP & enterprise integrations
- Safety, evals & production readiness
04Custom
Topic × Industry Track
For Sector-specific teams
Topic-in-industry templates such as generative AI in banking, AI agents for FMCG, or responsible AI for healthcare.
Example modules
- Industry context & regulatory framing
- Domain-specific use-case labs
- Governance checkpoints & pilot backlog
052–3 days
Data & ML Enablement
For Data science & engineering teams
RAG, vector search, fine-tuning, evals, and model selection with technical depth and production deployment context.
Example modules
- RAG architecture & retrieval patterns
- Fine-tuning vs. prompting decision tree
- Eval frameworks & production monitoring
061–2 days
Train-the-Trainer
For Internal L&D, AI champions
Equip internal facilitators with curriculum, labs, and rubrics to scale AI enablement without ongoing external dependency.
Example modules
- Facilitation playbook & exercises
- Evaluation rubrics & spot-check templates
- 30-day adoption reinforcement plan