AI Prompting Session — Graham Construction Group
Pre-session results · 8 responses

Good morning. Let's see where we're starting.

Graham Construction Group AI & Prompt Engineering Workshop
24 June 2026 · 9:00am–4:00pm
Question What you said
AI tools used
Microsoft Copilot — 8/8 ChatGPT Free — 6/8 Gemini Free — 4/8 Gemini Pro — 2/8 Claude — 2/8 ChatGPT Pro — 1/8
Confidence with AI (avg) 3.3 / 5  —  Range: 1 (never used it) to 5 (very confident). The room is mixed, and that's exactly why we're here.
How they mainly use AI
Generating ideas — 6 Writing & drafting — 5 Research & information — 5 Summarising documents — 4 Data analysis & reporting — 3
How they typically prompt Short & simple like a search engine (2) · A sentence or two (2) · Detailed with context (2) · Short but specific (1) · Don't use AI yet (1)
Does AI give a useful response first time? Most of the time — 4  ·  Sometimes — 3  ·  Don't use AI — 1
When AI doesn't work, they... Ask a follow-up question (7) · Reword the prompt (5) · Research other sources (1)
Biggest blockers
Don't know which tool for which task — 5 Not sure how to write good prompts — 4 Results not reliable enough — 3 No time to learn — 2 Data privacy worries — 2
Work with sensitive data? Yes — 6  ·  Sometimes — 1  ·  No — 1   (we'll cover data safety this afternoon)
What they want to take away
"A framework I could use to help with my AI prompt writing"
"Full understanding of what prompts to use to get the best info from AI"
"Where I can be utilising it more to save time"
"Whether it's worth me using it for my job"
Biggest challenges
"Not getting what I want"
"Resulting answers are overly long — can't tell if they're factual"
"Not knowing the full capabilities"
"Explanation of what I want and how to word it"

These are the six use cases you told us about. Each one is a real task you can practise prompting with in the session today. We'll match each to one or more frameworks so you leave knowing exactly which method to reach for.

💡
Generating ideas & brainstorming
e.g. "Give me 10 ideas for improving our site inspection reporting process" · "What are alternative ways to structure our bid response for the Sky HQ project?"
Best frameworks
Act As Independent Thought PTCF
✍️
Writing & drafting content
e.g. "Draft a progress update email to the client for this week's site work" · "Write a short cover letter for our bid response to [project name]"
Best frameworks
PTCF Humanise Writing Act As
🔍
Research & information gathering
e.g. "What are the Government Soft Landings requirements up to RIBA Stage 3?" · "Summarise current UK regulations on [topic] relevant to our sector"
Best frameworks
RICE-Q Ask Questions Primer
📋
Summarising documents & meetings
e.g. "Summarise the key findings from these two reports into bullet points" · "Turn these meeting notes into a concise action list for the project team"
Best frameworks
Primer PTCF Humanise Writing
📊
Data analysis & reporting
e.g. "Analyse this tracker data and highlight the top three issues this month" · "Convert this data into a table showing project status by site"
Best frameworks
RICE-Q Break It Down Act As
✂️
Refining & improving existing text
e.g. "Rewrite this report section so it's clearer for a non-technical audience" · "Make this email more concise and professional without changing the meaning"
Best frameworks
Humanise Writing Prompt Refinement Act As
PTCF Framework
Persona · Task · Context · Format
The all-round structured prompt. Great starting point for most tasks.
Best for: writing, reporting, summaries
RICE-Q Framework
Role · Instructions · Context · Example · Questions
Adds an example output and invites the AI to ask clarifying questions first.
Best for: research, data, detailed analysis
Act As Method
Ask the AI to adopt a specific role or persona. This sharpens focus and makes responses more relevant to your context.
Best for: specialist tasks, brainstorming, writing
Primer Method
Feed the AI source material first — a document, report, or example — before asking it to create something new.
Best for: document analysis, summarising, research
Ask Questions Method
Before it starts, ask the AI to ask you targeted questions. This makes sure it has everything it needs before producing output.
Best for: complex tasks, research, campaign planning
Break It Down Method
Split large writing projects into smaller chunks. Get AI to produce one section at a time, with your approval between steps.
Best for: long reports, bids, handbooks
Humanise Writing
A set of prompts to strip AI clichés, shorten sentences, and make AI output sound like a person wrote it.
Best for: emails, reports, any written output
Independent Thought
Ask the AI to challenge your ideas, spot gaps, and suggest alternatives. Turns AI into a critical thinking partner.
Best for: strategy, decision-making, planning
Prompt Refinement Protocol
A step-by-step method for fixing prompts that aren't working. Diagnose what's missing: role, context, format, or tone.
Best for: when AI isn't giving you what you need

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