Chapter 5 Companion

AI at
Work.

Follow Priya through her week as she discovers that the people who thrive at work with AI aren't the ones who know the most about it, they're the ones who use it as a thinking partner. Master email triage, meeting workflows, research, data analysis, and navigate disclosure ethics.

Meet Priya, Marketing Manager navigating workflow transformation

Key Takeaways

Email Triage at Scale

AI can summarize 127 emails into an actionable priority table in 10 minutes. Spend less time triaging, more time responding strategically.

The Tone Translator

Reframe messages without changing facts. Turn defensive into diplomatic, worried into confident, passive into proactive.

Meeting Workflows

Before (generate agenda), during (transcription), after (extract action items + draft follow-ups). AI handles the mechanics so you focus on decisions.

Research + Verification

AI compresses research timelines from days to hours. Always verify names, dates, statistics, URLs, and company facts before submitting.

Meet the Character: Priya

Role: Marketing Manager | Company: Logistics company

Priya's boss told the team to "figure out AI" with zero guidance. Like the average office worker, she loses about 28% of every workday, roughly 2.2 hours out of eight, just to email, before meeting notes and report formatting eat the rest. By Friday, she's too exhausted to think strategically. This chapter follows her Monday-to-Friday transformation as she discovers that the people who thrive at work with AI aren't the ones who know the most about it, they're the ones who use it as a thinking partner.

Recommended Tools

Otter.ai

Accuracy: ~95%

Free tier: 300 minutes/month

High-accuracy transcription for meetings. Best for one-on-ones and small group discussions.

Fireflies.ai

Accuracy: 90-93%

Free tier: 800 minutes/month

More generous free tier. Integrates with Zoom, Teams, Google Meet. Good for larger team meetings.

ChatGPT Data Upload

Max file size: 50MB

Formats: .xlsx, .csv

Upload spreadsheets and ask "what questions should I be asking?" about your data.

Microsoft Copilot pricing: Standalone Copilot Chat remains free. In-Office AI assistance is on paid plans at $21/user/month (Microsoft 365 Copilot), a flat rate since the July 1, 2026 increase. If you're on a free assistant, ChatGPT, Claude, and Gemini all still offer free tiers. See the tool comparison for current details.

Email Prompts (5)

The Inbox Triage

Email

I've pasted my Monday morning emails below. For each one, give me: (1) who sent it, (2) what they need, (3) urgency level (high/medium/low), and (4) whether I need to respond or if it's FYI only. Format as a table so I can scan it quickly.

The Tricky Reply

Email

I need to write an email to [person/role] about [situation]. Here's what happened: [backstory]. I want the email to: [list specific goals, e.g., take responsibility, explain what happened, rebuild trust, give a new timeline]. Tone: [professional/warm/firm/diplomatic]. Keep it under [word count].

The Tone Translator

Email

Here's an email I drafted: [paste your draft]. Rewrite it so it sounds [confident/proactive/diplomatic/warmer/firmer] instead of [worried/defensive/passive/cold]. Keep the same information but change the framing.

The Thread Summarizer

Email

I was CCed on this email thread with [number] messages. Summarize: what happened, what was decided, and what (if anything) I need to do. Keep it to 5 bullet points.

The Reply Template Generator

Email

I frequently get emails about [topic, e.g., product questions, billing issues, meeting reschedules, vendor requests]. Write me 3 template responses I can customize quickly: one for [scenario A], one for [scenario B], one for [scenario C]. Tone: [describe].

Meeting Prompts (3)

The Agenda Builder

Meetings

I'm meeting with [who, how many people] for [duration] about [topic]. We need to: [list objectives]. Generate a detailed agenda with timeboxes that keeps us focused and ensures we make decisions. Include a parking lot for off-topic items.

The Transcript Processor

Meetings

Here's a transcript of our [duration]-minute meeting about [topic]. Give me: (1) the key decisions made, (2) action items with who's responsible and deadlines, (3) unresolved items that need follow-up, and (4) a concise follow-up email I can send to the team.

The Meeting Necessity Test

Meetings

Here's the agenda for a meeting I'm planning: [paste agenda]. Based on this, could this meeting be handled via email or async instead? If yes, draft the async communication. If no, suggest how to make the meeting shorter and more focused.

Research Prompts (3)

The Competitive Analysis

Research

You're a market research analyst specializing in [industry]. Analyze [Company A], [Company B], and [Company C]. For each, identify: key services/products, target market, pricing model (if public), recent strategic moves, technology capabilities, and potential vulnerabilities. Present as a comparison table followed by a 500-word analysis of competitive advantages for [your company description].

The Topic Crash Course

Research

I need to present a 10-minute overview on [topic I know nothing about] to my leadership team next week. Explain: what it is, why it matters to our industry, the key regulations/trends, and what our company should be doing about it. Write it so I sound informed but honest about the complexity.

The Industry Review

Research

Summarize the current state of [topic/trend] in [industry]. What are the key developments from the last 12 months? Who are the major players? What's the consensus view vs. the contrarian view? Give me a 1-page briefing I can read in 5 minutes.

Reports, Proposals & Presentations (3)

The Report Generator

Reports

Here are our [time period] metrics: [paste data]. Write a [type] report for [audience]. Include: executive summary, performance by [dimension], comparison to [previous period], key wins, areas for improvement, and recommendations for [next period]. Tone: [confident/honest/diplomatic]. Length: [target pages].

The Proposal Builder

Reports

I need to pitch [project/tool/initiative] to [audience]. The cost is [amount]. The expected benefit is [describe]. Write a business case that includes: problem statement, proposed solution, expected ROI, implementation timeline, risks and mitigations, and a clear ask. Make it persuasive but grounded in data.

The Report-to-Presentation Converter

Reports

Turn this report into a [number]-slide presentation outline with speaker notes. Each slide should have a clear title, 3-4 bullet points, and notes on what to say. Include a title slide, an executive summary slide, and a next-steps slide.

Data Analysis Prompts (3)

The Spreadsheet Analyzer

Data

Analyze this data. What trends do you see? What's performing best and worst? Where are we wasting resources? What anomalies should I investigate? Create visualizations for the key findings. Summarize insights in 5 bullet points.

The Question Suggester

Data

I have [describe your data: what it contains, time period, dimensions]. I don't know what questions to ask. What should I be analyzing? What questions would a smart [your role] ask about this data? Give me 10 questions ranked by likely impact.

The Excel Formula Helper

Data

I have a spreadsheet with [describe columns/structure]. I need a formula that [describe what you want to calculate]. I'm using [Excel/Google Sheets]. Give me the formula and explain what each part does in plain English.

Ethics & Disclosure Prompts (2)

The AI Policy Drafter

Ethics

Draft an internal AI use policy for a [size] company in [industry]. Include sections on: approved tools, prohibited use cases (hiring, legal, performance reviews), data handling rules, disclosure requirements, verification standards, and a point of contact for questions. Tone: clear and practical, not legalistic.

The AI Disclosure Statement

Ethics

I used AI to assist with [type of work]. Write a brief, professional disclosure statement I can include at the end of the document or in my submission notes. It should be transparent without being apologetic.

Verification Checklist

Before you submit any AI-assisted work, verify these items. AI is powerful at generating drafts, but you're responsible for accuracy.

✓
Names spelled correctly (AI invents them)
✓
Dates accurate (AI confuses timelines)
✓
Statistics sourced and verified (AI hallucinates)
✓
Quotes attributed correctly (AI fabricates)
✓
URLs actually work (AI makes them up)
✓
Company facts correct (AI generalizes)
✓
Tone sounds like you, not AI
✓
No confidential data shared with the tool
✓
Company AI policy followed

Use AI as Your Thinking Partner This Week.

Try one task from each category: email triage, meeting workflow, and one data analysis. Remember the pattern: AI generates, you verify, you decide. That's how you become the kind of person who thrives at work with AI.

Last verified: September 1, 2026