• The AI Co-Pilot Shift: Moving beyond “chatbots” to understand how Generative AI acts as a 24/7 analyst, writer, and consultant.
• Real-World Impact: Case studies of how businesses are cutting administrative time by 30-50% and improving decision velocity.
• Risk, Ethics & Privacy (Crucial):
  – Data Security: What never to put into public AI models (protecting company IP)
  – Understanding Bias: Why AI answers can be wrong and how to fact-check.

• How LLMs “Think”: Demystifying the black box—understanding probability vs. facts so you know when to trust the AI.
• The 3 Modes of Prompting:
  – Generative: Creating new content (ideas, drafts).
  – Transformative: Changing formats (rewriting, translating, summarising).
  – Evaluative: Asking AI to critique or judge work.
• Reasoning Modes: Understanding how today’s AI reasons before answering — recognising fast vs. thinking mode and using the reasoning toggle to get better answers on complex questions.
• Prompting vs. Context: The difference between what you ask and what the AI has access to (documents, memory, instructions) — and why the second matters just as much.
• Avoiding Hallucinations: Identifying common pitfalls where AI sounds confident but is factually wrong.

• The “Perfect Prompt” Framework: Learning the specific formula to get high-quality, usable results on the first try.
• Feedback Loops: How to test and refine prompts to iteratively improve the AI’s output.
• Ask for the Shape, Not Just the Content: Requesting tables, lists, or defined formats so output is reliable enough to reuse or hand off to another tool or teammate
  

Operational Efficiency (The Time-Saver)

• Meeting Intelligence: Instantly turning messy transcriptions or rough notes into structured minutes with clear action items.
• Data & Document Crunching: Uploading PDFs or CSVs to extract executive summaries, spot trends, or audit data without reading every page.
• Visual Analysis (Multimodal): Using AI to “read” images—digitising whiteboard notes, analysing charts, or extracting text from photos.
• Vibe Coding with Gemini Canvas:Describing a small tool in plain language (e.g. a calculator, quiz, or tracker) and having Gemini Canvas build and refine it live — showing non-technical staff they can create working mini-apps without writing code.

Business Communication & Content

• Drafting & Repurposing: Creating emails, proposals, and social posts, then instantly reformatting them for different channels (e.g., turning a report into a presentation outline).
• Tone & Crisis Management: Rewriting drafts to be more empathetic for customer complaints or more authoritative for negotiations.
• Roleplay & Prep: Using AI as a “sparring partner” to prepare for difficult sales pitches or internal negotiations.

The “Hong Kong Edge” (Localisation)

• Trilingual Mastery: Strategies for seamless switching and mixing between English, Traditional Chinese (Cantonese context), and Putonghua.
• Cultural Context: Prompting for local festivals (Chinese New Year, Mid-Autumn), regional humour, and specific HK/GBA consumer behaviours.
• Translation Accuracy: Moving beyond direct translation to capture the nuance and intent across languages.

• Custom Instructions: Setting up your AI “Profile” so it knows your company tone, formatting rules, and job role automatically (no need to repeat yourself)
• Memory: What today’s AI platforms retain across sessions by default, and what you should — and shouldn’t — let them remember.
• Building a “Prompt Library”: How to save and share your best prompts with your team to standardise quality
• Department-Specific Workshops (Capstone):
  – For HR: Automating JDs, screening criteria, and policy updates
  – For Marketing: Creating brand-aligned content calendars and campaign structures
  – For Finance/Admin: Standardising reporting formats and data extraction
• The “Human in the Loop”: Establishing the final review process to ensure quality control before hitting “send”
• Chatbot vs. Agent: Understanding the difference between a simple AI chatbot and a true multi-step AI agent — and where each fits in your workflow.