Resources · Guide
107 ways to put an AI agent to work
Where to start, when you know AI can help but not where. Browse by the kind of work you do, or jump to your industry. Find the row that sounds like your week, and start there.
107 use cases · 8 kinds of work · 25 industries · sorted by effort, not hype
How to read this
An off-the-shelf agent can do this now. Little or no setup.
Worth configuring one time, then it runs on its own.
Custom work or expert hands pay off. This is where we come in.
Most people know AI can help. Almost nobody knows where to start.
So we made the list we wish everyone had. Every item below is something a small business is already handing to an AI agent today. Some you can try this afternoon. Some are worth setting up once and forgetting. A few are worth bringing in help to build right.
One thing you won't see here: a pitch to automate everything. The point isn't to replace your team. It's to take the slow, repeating parts off their plate so they spend the day on the work only people can do.
Start here this week
Ten easy wins. Pick one, try it Monday, and you'll get the idea fast.
- 1 Triage your inbox every morning
- 2 Turn every meeting into follow-ups and tasks
- 3 Compile the weekly team status for you
- 4 Summarize a long report into one page
- 5 Run a SWOT on a competitor or a decision
- 6 Clean up a messy spreadsheet export
- 7 Build a budget or expense tracker
- 8 Compare quotes from three vendors
- 9 Audit and cancel unused subscriptions
- 10 Declutter and re-file a chaotic drive
Part 1 · By the kind of work
What an agent can take off your plate
The everyday work that repeats across every business, grouped by what it touches.
Email & Communication
10 ideasThe inbox is where most owners lose their morning. These hand it back.
- Morning inbox triage and prioritization Start today
- Drafting responses in your own writing style Start today
- Follow-up tracking for unanswered emails Start today
- Meeting request coordination Start today
- Weekly communication summaries Start today
- Newsletter curation and extraction Start today
- End-of-day inbox-zero workflow Start today
- Email-to-task extraction and management Set up once
- Cold outreach response handling Set up once
- Complaint and escalation responses Set up once
Works with: Claude Cowork, ChatGPT / Gemini / Copilot agents, Gmail, Outlook
Document Creation
10 ideasThe proposals, SOPs and reports you keep rewriting from a blank page.
- Consulting and business proposals Set up once
- Audit reports and compliance documentation Set up once
- Board meeting materials and presentations Set up once
- Standard operating procedures (SOPs) Set up once
- Client deliverable reports Set up once
- Case studies Set up once
- White papers and thought-leadership content Set up once
- Contracts and agreements from templates Set up once
- Training materials and guides Set up once
- Business plans and strategic documents Set up once
Works with: Claude Cowork, ChatGPT / Gemini / Copilot agents
File & Folder Management
10 ideasThe shared drive nobody has cleaned up since 2019. An agent that actually files things.
- Project folder setup Start today
- Downloads folder decluttering Start today
- Photo and media organization Start today
- Folder structure reorganization Set up once
- Naming convention implementation Set up once
- Archive and cleanup processes Set up once
- Duplicate file detection and resolution Set up once
- Receipt and expense organization Set up once
- Contract and legal document organization Set up once
- Knowledge base construction Set up once
Works with: Claude Cowork, Google Drive, OneDrive, SharePoint
Content Writing & Repurposing
10 ideasOne idea, every channel. Write once, publish everywhere, in your voice.
- Summarizing long reports into executive summaries Start today
- Writing blog posts from notes and web sources Set up once
- Writing content in your own voice and tone Set up once
- Drafting proposals from client briefs Set up once
- Writing case studies from raw project materials Set up once
- Building monthly social media content calendars Set up once
- Writing product descriptions at scale Set up once
- Writing company newsletters from team updates Set up once
- Converting meeting transcripts to published content Set up once
- Adapting one piece of content for many channels Set up once
Works with: Claude Cowork, ChatGPT / Gemini / Copilot agents
Research & Analysis
10 ideasThe reading and digging that eats an afternoon before you've decided anything.
- Survey and feedback analysis Start today
- SWOT analysis generation Start today
- Market research and industry analysis Set up once
- Competitive intelligence gathering Set up once
- Due diligence research Set up once
- Financial data analysis and reporting Set up once
- Internal data consolidation Set up once
- Trend analysis and forecasting Set up once
- Literature and report review Set up once
- Pricing and cost analysis Set up once
Works with: Claude Cowork, ChatGPT / Gemini / Copilot agents
Workflow Automation
10 ideasThe repeating processes that run your week. Onboarding, follow-ups, month-end.
- Meeting follow-up workflow Start today
- Travel itinerary planning Start today
- Weekly team status compilation Start today
- New client onboarding workflow Set up once
- Invoice and receipt processing Set up once
- Vendor evaluation process Set up once
- Event planning coordination Set up once
- End-of-month reporting workflow Set up once
- New employee welcome package Set up once
- Quarterly business review preparation Set up once
Works with: Claude Cowork, ChatGPT / Gemini / Copilot agents, Slack
Data & Spreadsheets
12 ideasFrom cleaning a messy export to building a real financial model.
- Cleaning messy data (duplicates, formatting) Start today
- Building budget or expense trackers Start today
- Explaining existing formulas in plain language Start today
- Creating readable summaries from raw data Start today
- Building dashboards from multi-sheet data Set up once
- Creating reusable monthly report templates Set up once
- Writing complex formulas (XLOOKUP, FILTER) Set up once
- Auditing and fixing broken formulas Set up once
- Auditing financial models with circular references Bring in a build
- Building three-statement financial models Bring in a build
- Scenario analysis and sensitivity tables Bring in a build
- Writing and documenting VBA macros Bring in a build
Works with: Claude Cowork, ChatGPT / Gemini / Copilot agents, Excel, Google Sheets
Browser Automation
10 ideasThe copy-paste-from-websites work. Prospecting, monitoring, filing forms.
- Multi-provider quote comparison Start today
- Apartment or office space research Start today
- Subscription audit and cleanup Start today
- Competitive price monitoring across sites Set up once
- Multi-site job posting and applicant tracking Set up once
- Lead research and contact enrichment Set up once
- Online reputation monitoring across review sites Set up once
- Government forms and compliance filings Set up once
- Social media competitor analysis Set up once
- Website QA and user-journey testing Set up once
Works with: Claude Cowork, Claude in Chrome
Part 2 · By your industry
Find your business
Whole workflows other owners in your line of work are already running. The tools listed are common starting points, not the only options. The right stack depends on your business, and we'll tell you when a simpler one will do.
- Start today
Medical & dental — Appointment booking and reminders
Acuity · Calendly · Claude · Twilio
- Start today
Accounting firm — Document collection workflow
TaxDome · Claude · Zapier · DocuSign
- Start today
Home services — AI answering and booking
GoHighLevel · Jobber · Claude · Twilio
- Start today
Nonprofit — Donor CRM and campaign automation
Bloomerang · Salesforce NPSP · Claude · Zapier
- Start today
Commercial cleaning — Scheduling and on-site verification
Jobber · Claude · Twilio · GPS apps
- Set up once
Real estate brokerage — Lead nurture and follow-up
HubSpot · GoHighLevel · Claude · Zapier
- Set up once
Law firm — Client intake and case assignment
Clio · Lawmatics · Claude · Make
- Set up once
Construction — Project hub and status updates
Procore · Monday · Claude · Zapier
- Set up once
E-commerce — AI customer support agent
Zendesk · Gorgias · Claude · Shopify
- Set up once
Insurance — Policy renewal pipeline
AMS360 · HubSpot · Claude · Zapier
- Set up once
Recruiting — Resume screening and shortlisting
Greenhouse · Lever · Claude · Make
- Set up once
Marketing agency — Automated client reporting
Looker Studio · Supermetrics · Claude · Sheets
- Set up once
Property management — Maintenance request system
AppFolio · Claude · Twilio · Zapier
- Set up once
Fitness studio — Member retention automation
Mindbody · Klaviyo · Claude · Zapier
- Set up once
Financial advisor — Client touchpoint automation
Redtail · Wealthbox · Claude · Zapier
- Set up once
Online courses — Engagement and completion nudges
Kajabi · Teachable · Claude · ActiveCampaign
- Set up once
Wholesale & distribution — Order capture and fulfillment
NetSuite · Claude · Zapier · EDI
- Set up once
Auto dealership — Lead scoring and follow-up (BDC)
VinSolutions · DealerSocket · Claude · Zapier
- Set up once
Architecture firm — Time tracking and change orders
Harvest · Monograph · Claude · DocuSign
- Bring in a build
Logistics & freight — Quoting engine
Salesforce · Claude · Make · Custom APIs
- Bring in a build
SaaS — Churn prediction and retention
Mixpanel · Amplitude · Claude · HubSpot
- Bring in a build
Private equity — Deal pipeline operating system
Affinity · Notion · Claude · Zapier
- Bring in a build
Restaurant — Inventory forecasting
Toast · MarketMan · Claude · Make
- Bring in a build
Manufacturing — Quality-control monitoring
Azure ML · Ignition · Claude · Custom APIs
- Bring in a build
Healthcare — Digital intake and pre-population
Epic · Athenahealth · Claude · Make
Found three that sound like your week?
That's usually the moment it's worth a conversation. You don't need to know the tools or the tech. You just need to know which slow parts cost you the most.
Path 1 · Try it yourself
Pick a "Start today" idea and hand it to an agent like Claude. The list above is your menu. No permission needed.
Path 2 · Get a second pair of eyes
Free 30-minute mapping session. You walk away with a written blueprint: what to automate first, what to skip, and what it would cost. No pitch.