AI adoption is everywhere. AI value is not.
AI That Works is a research-informed practice playbook for leaders, managers, L&D teams, HR and capability professionals, transformation owners and AI implementation teams seeking to move beyond tool access, isolated pilots and one-off training.
Across 76 pages, the playbook provides a practical system for turning AI activity into safer adoption, redesigned workflows, stronger human capability, accountable judgement and measurable organisational value.
Inside the playbook:
• Eleven implementation practices organised into five connected clusters
• Evidence explaining the gap between AI adoption and measurable value
• Six implementation conditions that reshape how AI should be applied
• A role-based capability map showing who needs what
• A four-level AI fluency model
• A practical 90-day adoption arc
• Three ways to put the system into practice
• An outcome-focused measurement system
• Eight common measurement traps
• Reader paths for executives, L&D consultants and transformation or function owners
This is not a prompt library, a generic AI-awareness guide or a software-rollout checklist.
It is a practical implementation method for strengthening the human and organisational system around AI: outcomes, leadership, workflows, accountable judgement, data, governance, capability, adoption and measurement.
Format: 76-page digital PDF
Edition: Version 1.0, July 2026Licence: Individual purchaser licence. Team and organisation licences are available separately.
AI That Works - A Practice Playbook for AI Implementation
- One complete 76-page digital PDF
- A seven-section AI implementation method
- Eleven practical implementation practices in five connected clusters
- Six implementation conditions for applying AI in real organisations
- A capability map and four-level AI fluency model
- A practical 90-day adoption arc
- Three ways to put the system into practice
- An outcome-focused measurement system
- Eight common measurement traps
