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The AI Guys  |  Office Management Conference

AI in Practice

Real-World Business Use Cases

27th March 2025  |  Presented by Mat Parkins

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What You Covered Today

A practical, wide-ranging session on generative AI and how it applies directly to office management roles. The session moved from foundations through to live demos - covering what AI actually is, the big questions around it, how to prompt effectively, and two powerful features you can use straight away.

🧠 The Foundations

What generative AI actually is: pattern recognition and prediction, trained on vast amounts of data. Not Terminator - super-advanced predictive text that's very good at reshaping ideas it's already seen.

🔥 Hot AI Topics

Hallucinations, privacy settings, environmental impact and smaller models, security risks with AI agents, and the big question: will AI take my job?

🎯 Prompting Well

The Role / Task / Context / Output framework. Briefing AI like a new team member: one topic per chat, give it context, tell it the format you want.

⚡ Two Standout Features

AI formulas inside spreadsheets (=COPILOT() and =AI()), and scheduled tasks - set AI to deliver a morning briefing automatically every day.

💡 The secret sauce
"The best AI users aren't the most technical people in the room - they're the most curious." Curiosity is the skill that unlocks everything else.
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Key Takeaways

Curiosity beats technical knowledge every time

You don't need to be techy. The people who get the most from AI are the ones who ask questions, experiment, and keep pushing. Everything else follows.

AI can't read your mind - brief it like a new team member

You wouldn't tell a new hire "do the marketing" and walk away. Give AI a role, a task, context, and a format. Vague in, vague out.

One chat, one topic

Start a fresh conversation for each new task. Don't mix subjects - the context degrades, and you'll notice the quality drop the longer and more mixed the chat gets.

Hallucinations are real - and reducible

AI will confidently give you wrong information. There are two powerful ways to reduce this:

Give it specific sources. Upload a document, paste in a report, or point it at a website. Hallucinations drop dramatically when AI has real source material to work from rather than guessing from memory.

Use Agent Mode (ChatGPT). Agent Mode runs a live web search through real websites before answering - so instead of relying on what it was trained on months ago, it's reading current, real information. Much more reliable for anything recent or factual.

Privacy settings matter - paid or free

Both free and paid plans have training turned on by default - this includes ChatGPT Plus and Claude Pro. You need to go into Settings and switch it off manually. The only plans where training is off by default are ChatGPT Team/Enterprise and Claude Team/Enterprise.

When using Microsoft Copilot within your M365 subscription, or Google Gemini within Google Workspace, your data is significantly more protected - it stays within your organisation's tenancy and is not used to train the model.

Focus on the problem, not the tool

Tools change constantly. The problems - drafting, summarising, organising, communicating - stay the same. Learn to describe what you need clearly and the tool almost doesn't matter.

Start small, iterate fast

Pick one task you do every week. Try it with AI this week. It won't be perfect first time - refine the prompt, try again. You'll be surprised how quickly it clicks.

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How to Prompt Well

The quality of what you get back is almost entirely determined by the quality of what you put in. Use this four-part recipe every time.

ElementWhat it meansExample
RoleTell AI who it is"You are an experienced office manager working at a 65-person law firm..."
TaskTell AI what to do"Create a weekly health and safety checklist that any member of staff could complete..."
ContextGive it the detail"The office is across 3 floors in central London. Checks should cover fire exits, first aid kits, trip hazards..."
OutputTell it how to format"Format as a table with four columns: check item, location, status, and notes."
💡 The delegation analogy
Think of it like briefing a new team member. You wouldn't say "do the marketing" and walk away. You'd explain the role, the task, the context, and what a good output looks like. Same principle applies here.

Example Prompt - Try It Now

Try this prompt ↓
You are an experienced office manager working at Hargreaves & Peel Solicitors, a 65-person law firm operating across 3 floors in central London. Create a weekly health and safety checklist that any member of staff could complete during a routine walkthrough. Include checks for: fire exits and evacuation routes, first aid kit stocks, trip hazards, kitchen cleanliness on each floor, COSHH storage cupboard, temperature and ventilation, and visitor sign-in log. Format as a table with four columns: check item, location, status (pass/fail/action required), and notes. Keep language clear and non-technical.

Starter Prompt for Your Role

Personalise this ↓
I am trying to: - [Task 1 - e.g. draft workplace policies] - [Task 2 - e.g. create onboarding packs] - [Task 3 - e.g. compare supplier quotes] - [Task 4 - e.g. clean up spreadsheet data] I'm not sure how AI can help. Can you please: - Ask me any questions you need to help me achieve this - Outline how AI tools can help me with these tasks - Suggest the best tools for my role - Create a clear and concise plan so I can get started
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AI Use Cases for Office Managers

Here are the most practical ways to put AI to work in your role, with suggested prompts for each task.

TaskWhat to ask AI
Draft a policy You are an experienced office manager. Draft a [policy name] policy for a [size] company. Include sections for [key areas]. Use plain English.
Onboarding pack Create a first-week onboarding checklist for a new [role] joining a [size] team. Include IT setup, key contacts, and culture points.
Summarise a document Summarise the key points of this document in 5 bullet points. Highlight any actions or decisions required.
Meeting notes Here is a transcript of our meeting. Please produce structured meeting notes with actions, owners, and deadlines clearly listed.
Analyse a spreadsheet I have attached a spreadsheet. Please identify the top 3 risks and produce a one-page project status summary.
Compare supplier quotes Here are two supplier quotes. Compare them on price, delivery, and service terms. Recommend which is better value.
Sentiment analysis =AI("Classify as Positive, Negative, or Neutral", B2) in Google Sheets, or =COPILOT("Classify sentiment", B2) in Excel
Daily news briefing Every morning at 9am, research the most recent [sector] news and let me know the results.
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AI in Your Spreadsheet

One of the most underused features: calling AI directly from inside a spreadsheet cell. Available in Microsoft Excel (via Copilot) and Google Sheets (via Gemini).

Google Sheets

Use the =AI() function. Type your prompt, then reference the cell you want to process.

=AI("Classify the sentiment of the following as Positive, Negative, or Neutral", B2)

Microsoft Excel

Use the =COPILOT() function in Excel for Microsoft 365 to run the same kind of AI-powered analysis.

=COPILOT("Classify this feedback as Positive, Negative, or Neutral", B2)

What you can do

TaskFormula example
Classify sentiment=AI("Classify as Positive, Negative, or Neutral", B2)
Auto-reply to feedback=AI("Write a short, professional reply to this feedback", B2)
Categorise data=AI("Categorise this as HR, Finance, Ops, or Facilities", B2)
Extract key information=AI("Extract the due date from this email summary", B2)
⚠️ Important
Always verify AI classifications before acting on them. Use Excel's own formulas for arithmetic - use AI for pattern-spotting, categorisation, and writing. The two work best together.
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Scheduled Tasks

Set AI to run a task automatically at a chosen time - so you arrive at your desk with research already done, or a briefing already waiting.

ToolHow to scheduleExample use
ChatGPT Type your instruction with a time ("every day at 9am…"). Turn on notifications to receive results automatically. Daily industry news briefing delivered each morning
Gemini Tell it what you want and when. Results appear when you open Gemini at the set time. Weekly summary of supplier news or sector updates
Copilot Ask for what you want, click the three dots, choose 'Schedule this prompt', set frequency. Can email results. Monday morning agenda summary emailed before 9am
Claude desktop Go to Settings → Scheduled Tasks. Set your prompt and timing. Daily briefing on any topic you choose
Try this scheduled task prompt ↓
Every morning at 9am, research the most recent news in [your sector or area of interest] and let me know the top 3 things I should be aware of today.
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AI Safety Checklist

AI is genuinely powerful - and still evolving. Here's what to keep in mind to use it safely and responsibly in your role.

✅ Do❌ Avoid
Turn off training data usage in settings on free tools (ChatGPT, Gemini) Pasting sensitive staff data, payroll info, or client details into a free AI chat
Use Copilot (M365) or Gemini in Google Workspace for work tasks - your data stays in your tenancy Assuming enterprise tools are completely infallible - always verify important outputs
Give AI your own documents to work from - hallucinations drop significantly when it has source material Relying on AI for precise numbers, legal facts, or compliance-critical information without checking
Treat AI output like a capable first draft - review before it leaves your desk Using free AI browser agents to log into work systems or access sensitive accounts
🔐 The Chevrolet lesson
A customer convinced a Chevrolet chatbot to sell him a 6,000 car for using "prompt injection" - telling the AI its role had changed. AI browser agents (like Perplexity's Comet or ChatGPT's Atlas) are powerful research tools, but don't log in to work systems or sensitive accounts while using them. Keep public research and private credentials separate.
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Try This Today

Five things you can do in the next 30 minutes to put today into practice. Tick them off as you go.

Your progress is saved in this browser.
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The AI Guys Membership

Everything from today's session is just the start. The AI Guys membership gives you ongoing access to practical AI training, tools, templates, and a community of people using AI to work smarter.

🎁 Your exclusive free trial
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members.theaiguys.co

What's inside

📚 Training library

Video walkthroughs, how-to guides, and step-by-step tutorials covering the tools and use cases most relevant to your role.

📋 Templates & prompts

Ready-to-use prompt templates for common business tasks, plus the AI spreadsheet formulas from today's session.

🔄 Regular updates

AI moves fast. The membership is updated regularly as new tools and features emerge - so you always know what's worth your attention.

💬 Community & support

Ask questions, share what's working, and learn from others doing the same thing in their organisations.

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Tools & Resources

ToolBest forLink
ClaudeLong documents, nuanced writing, file analysisclaude.ai
ChatGPTGeneral tasks, scheduling, quick draftschatgpt.com
Microsoft CopilotOffice 365 integration, Outlook, Teams, Excelcopilot.microsoft.com
Google GeminiGoogle Workspace, Sheets AI formula, schedulinggemini.google.com
PerplexityResearch and web search with cited sourcesperplexity.ai
Jan.aiPrivate local AI - runs on your machine, nothing shared externallyjan.ai
The AI Guys - MembershipPrompting cheat sheet, videos, walkthroughs, and additional resourcestheaiguys.co.uk
📦 All your resources from today - one link
The prompting cheat sheet, session slides, AI spreadsheet formulas, videos, walkthroughs, and everything else Mat referenced is available via the link below. One place, everything in it.

→ link.aiguys.ltd/officemanagementgroup