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The Hong Kong Jockey Club · Management trainees · AI for business communication

Two days on AI as a tool for thinking and communicating, not just drafting.

The Club's Management Trainee Programme rotates future leaders through departments. Over two days, trainees practised the three-layer Text-to-Impact framework on memos, briefings and stakeholder emails.

When 
April 2025
Audience 
Management trainees
Format 
Two-day in-person workshop

The brief

These trainees did not need automation. They needed to communicate strategically, and to understand where AI fits in that.

How it was designed

  1. Layer one, precision: name the audience, scope and format. Layer two, structure: define the output framework before the model fills it. Layer three, context: role simulation that accounts for the reader and the politics between departments.
  2. ChatGPT for open-ended work; Microsoft Copilot, integrated with Office, for memos, decks and reports; Perplexity for research-backed prompts.

What came out

2 
days
3 
prompting layers
  • By day two, trainees were combining all three layers in single prompts and applying them to their own work.