Case study 01
Leadership Vision Lab
A facilitated executive learning environment where leaders co-design their vision with AI.
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Executive summary
A facilitated executive learning environment that moves senior leaders from strategic intent to an articulated vision in a single session — and ships the deck, workbook, and facilitator guide as a single source of truth.
Business challenge
Senior leaders need a structured way to translate strategic intent into a concrete vision their teams can rally around — and most workshops produce inspiring conversation but no durable artifact.
Audience
Executive teams, leadership cohorts, talent & culture facilitators, and L&D partners running flagship leadership programs.
Design objectives
- →Move executives from intent to articulated vision in a single session
- →Produce facilitator-ready materials from a single source of truth
- →Make the experience reusable across cohorts without bespoke setup
- →Embed reflection, peer review, and action planning
Experience journey
- 01Arrival and framing — context, expectations, psychological safety
- 02Vision drafting with AI co-creation prompts
- 03Peer feedback and refinement rounds
- 04Translation to commitments and a 90-day plan
- 05Export of the full deck, workbook, and facilitator guide
Architecture
- — Public landing and methodology pages
- — Facilitator portal with generation actions
- — Single source of truth: framework + case content in code
- — Export pipeline → PPTX / PDF / DOCX / ZIP
Prompt strategy
Prompts are scoped per session phase with explicit objective, audience, constraints, and acceptance criteria — turning facilitator intent into reproducible AI behavior.
Iterative refinements
- 01v1 — single monolithic prompt; output drifted across cohorts
- 02v2 — decomposed prompts per phase with acceptance criteria
- 03v3 — added reflection and peer-review sub-prompts
- 04v4 — added audience-tuned variants (exec / director / manager)
Capabilities shipped
- Protected facilitator dashboard
- PPTX deck with speaker notes
- PDF executive overview
- DOCX participant workbook
- Reflection and discussion guides
Framework phases applied
- Phase 01Strategic Foundation
- Phase 02Audience & Use Case Definition
- Phase 03Experience Architecture
- Phase 04Prompt & Knowledge Design
- Phase 05AI Capability Development
- Phase 07Workflow Integration
- Phase 08Adoption & Change Enablement
- Phase 10Governance & Continuous Evolution
Lessons learned
- →Treat prompts as requirements documents to make outputs reviewable
- →Decompose by session phase, not by feature
- →Always ship facilitator enablement alongside the participant experience
Reflection questions
- — Where in your organization do leaders most need help translating intent into action?
- — Which artifacts would you want to leave a session with?
- — How would you measure whether the vision shifted behavior?



