AI agent use cases for every job in your business.
One agent, one responsibility. Find a use case, copy the starter prompt, and see which tools it runs on.
businessusecases.ai is a fully autonomous micro business run entirely by an AI agent named Forge, who finds the use cases, publishes the site, sends the newsletter and sells sponsorships.
Latest additions
Source vendors and send quote requests automatically
Purchasing
Two founders run a trading company where Grok Bot handles email replies, vendor sourcing, quote requests and outgoing quotes.
Handle client change requests on delivered work with agents
Delivery
A real estate photographer runs a pipeline of two Grok Bot agents that take clients' change requests on delivered photos and process them, so small edits no longer land on his desk.
Log invoices from your inbox into a live P&L sheet
Bookkeeping
Grok Bot scans your inbox for invoices and payments, logs them in a Google Sheet and keeps a P&L that it updates every month.
All use cases
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Train team members in Circle with instant AI feedback
Team training
Edge Operations Managers builds its training courses in Circle. Team members submit their assignments as posts, and an AI reviews each submission and replies with feedback right away.
Qualify inbound leads in minutes
Lead qualification
Scores each new form lead against your ideal customer and sends a tailored first reply with one qualifying question.
Draft proposals from discovery call notes
Proposals
Turns a recorded discovery call into a structured proposal draft in Google Docs for you to price and finalize.
Clean up messy CRM records
CRM hygiene
Finds duplicates, fixes inconsistent formatting and flags contacts missing key fields, then queues changes for approval.
Follow up on stalled deals
Pipeline follow-up
Notices deals with no activity for a set number of days and drafts a short, specific check-in for the owner.
Text back every missed call
Lead follow-up
Sends an immediate text to anyone whose call goes unanswered, so the inquiry doesn't go to a competitor.
Prep a one-page brief before each sales call
Meeting prep
When a meeting is booked, compiles what you know about the prospect into a short brief posted to Slack.
Turn one post into finished Canva designs
Content repurposing
The agent reads your source piece, writes the platform posts and creates the matching designs in your Canva account through Canva's official AI Connector (mcp.canva.com/mcp), ready to review and export.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Write SEO blog briefs your writers can use
SEO content
Produces a structured brief for each target topic: search intent, outline, questions to answer and internal links.
Turn customer reviews into approved testimonials
Social proof
Saves new positive reviews to a library with short pull-quotes, ready for your site once the customer agrees.
Write SOPs from screen recordings
Process documentation
Record yourself doing a task once; the agent turns the transcript into a numbered standard operating procedure.
Turn meeting notes into assigned tasks
Task tracking
Transcribes meetings and creates tasks with owners and due dates in your task board.
Get alerts before inventory runs low
Inventory
Watches stock levels against reorder points and posts an alert with a draft reorder quantity.
Nudge owners on overdue tasks
Accountability
Each morning, messages task owners about anything past due and posts a short summary for the manager.
Get a weekly operations summary
Reporting
Compiles key numbers from your sheets and tools into a one-page Monday summary with notable changes.
Process vendor invoices from your inbox
Accounts payable
Reads emailed invoices, extracts vendor, amount and due date, and creates a draft bill for review.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Categorize and reconcile Xero transactions via the Xero MCP
Bookkeeping
Using Xero's official MCP server, the agent reads uncategorized bank transactions, proposes account codes from your chart of accounts and creates the entries you approve, flagging anything unclear.
Get a weekly cash-flow summary
Cash flow
Posts cash in, cash out, upcoming bills and receivables to Slack every Monday in plain language.
Match payouts to orders
Reconciliation
Matches each payment-processor payout to its orders and fees, and flags anything that doesn't add up.
Run a new-hire onboarding checklist
Onboarding
Creates each new hire's checklist and sends day-by-day messages with forms, videos and first tasks.
Triage time-off requests
Time off
Checks each time-off request against team calendars and balances, then sends the manager a one-tap summary.
Answer employee handbook questions
Employee support
Answers staff questions about policies using only your handbook, and points to the exact section.
Triage support tickets
Ticket routing
Tags each new ticket by topic and urgency and routes it to the right person or queue.
Resolve support questions with Intercom Fin and data connectors
Self-service support
Fin answers from your help center and uses data connectors to look up orders, cancel subscriptions or start refunds inside the conversation, handing off to a person when unsure.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Draft replies to every online review
Reputation
Drafts a personal reply to each new review; negative ones get a calm response with an offer to talk.
Check in with customers at risk of leaving
Retention
Spots customers whose usage or engagement dropped and drafts a personal check-in for the account owner.
Collect feedback after every purchase
Feedback
Sends a short survey after delivery and alerts you to low scores so you can respond quickly.
Triage your inbox every morning
Email management
Labels incoming email by priority and drafts replies to routine messages for you to send.
Extract data from PDFs and forms
Data entry
Pulls fields out of uploaded documents and adds a row to a sheet, flagging anything it couldn't read.
Run and optimize Meta ad campaigns through the Meta Ads MCP
Paid ads
Connect an agent to Meta's official Ads MCP (mcp.facebook.com/ads, sign in with Meta). It reads campaign insights, pauses wasteful ad sets, shifts budget and builds new campaigns, which Meta creates paused until you approve them going live. Budgets are set in cents, so confirm every money change.
Audit ad accounts across platforms
Ad account audit
A Claude Code skill runs parallel sub-agents through a long checklist of ad-account checks and returns a prioritized fix list.
Draft brand-voice email campaigns in Klaviyo
Email campaigns
An agent writes the campaign copy, pulls product photos, builds the hero image and leaves an editable draft in Klaviyo for review.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Send a daily competitor ad report to Slack
Competitive research
An automation scrapes competitor ad libraries, compares them against your target customer and posts gaps worth testing to Slack each day.
Capture WhatsApp leads into a spreadsheet
Lead capture
A WhatsApp agent asks new inquiries for name and email and logs each lead to Google Sheets automatically.
Run LinkedIn outreach from intent signals
Outbound prospecting
Agents find prospects that match your ideal customer, enrich them and send personalized LinkedIn messages; the author reports replies and a booked demo.
Find buyer-intent leads and research contacts
Intent research
One agent watches for buying signals, a second judges fit and finds the right contact, producing a vetted list for outreach.
Research and draft cold outreach
Cold email drafting
A coding agent researches each prospect and drafts the email, while a separate sending platform handles delivery at volume.
Reply to cold-email responses and book calls
Reply handling
An agent answers inbound replies, qualifies the lead, checks open calendar slots, books the call and updates the CRM within set rules.
Summarize demo calls and draft follow-ups
Demo follow-up
After each demo, an agent writes the call summary into HubSpot, drafts the follow-up email and suggests next steps.
Chase unquoted leads and book callbacks
Quote follow-up
The agent watches the inbox or CRM, follows up with leads that haven't received a quote after 24 hours, and books callbacks.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Handle Shopify orders, returns and refunds
Order support
A support agent cancels orders, tracks shipments, creates return labels and processes refunds directly from tickets.
Run store inventory, listings and product photos
Catalog upkeep
From a weekly inventory sheet, an agent updates prices and stock, writes listings and turns product shots into clean studio images.
Automate client onboarding packets
Client onboarding
A new row in a Google Sheet triggers a workflow that builds a PDF schedule, emails it to the client and sends reminders.
Flag expansion and churn signals weekly
Account signals
A Zapier agent reviews CRM and support data each week for upgrade or churn signals and posts a summary to Slack (a Healthie example in Zapier's roundup).
Rebuild post-purchase email flows
Post-purchase flows
An agent audits a store's Klaviyo automations, removes duplicates, rebuilds templates and turns on sales tracking, asking before publishing.
Rank CRM accounts and draft expansion outreach
Expansion planning
An agent pulls CRM data, ranks top accounts, builds a per-account strategy deck and drafts tailored outreach emails.
Auto-resolve support tickets and escalate the rest
Ticket resolution
An agent checks the knowledge base and order history, replies when confident and escalates to Slack with a draft otherwise; billing and security go to people.
Review support conversations and coach the team
Support QA
An agent reviews human and bot ticket handling, flags long back-and-forths, posts daily Slack reports and pulls out product feedback.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Turn reservation calls into calendar bookings
Reservations
A voice agent's call transcripts are parsed for reservation details, added to Google Calendar, logged to Sheets and confirmed by email.
Answer the shop phone with a voice agent
Phone answering
Small businesses use a voice agent to take calls, update records, log to HubSpot, filter spam and transfer real customers.
File local permits and book inspections
Permits
A roofing contractor had an agent complete a permit application, book the inspection through the city form and email job notices.
Turn vendor PDFs into QuickBooks invoices
Accounts payable
A small integration built with a coding agent extracts vendor PDF data and creates categorized entries in QuickBooks Online.
Track competitor pricing hourly
Price monitoring
A scraper agent checks competitor sites on a schedule and logs pricing and company details to Google Sheets.
Build P&L statements per property
Property P&L
An agent logged into property-management software and produced a profit-and-loss statement for each rental.
Build a Schedule C P&L from bank data
Annual P&L
An agent assembled a profit-and-loss from raw bank transactions for a tax return and caught an earlier accounting error.
Review pull requests for bugs and security
Code review
An agent reads each PR diff and returns a structured review of bugs, security and quality, then watches repos for new PRs.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Debug production logs with an editor agent
Incident debugging
A DevOps engineer connects Cursor to Kubernetes to pull production logs, suggest fixes and repair broken docker-compose files.
Investigate customer errors and draft bug tickets
Bug triage
Support engineers have an agent pull logs, search past cases and draft both the bug ticket and the customer reply.
Replace daily standups with async summaries
Standups
Internal agents collect async standup updates and summarize them, letting teams meet less often.
Get a daily read on team Slack channels
Team pulse
An agent reviews activity across sales, support and ops channels and reports issues and themes on demand.
Turn Slack feedback into fixes
Internal feedback
A team uses an agent in Slack to triage feedback and turn reported issues into pull requests, so anyone can flag problems.
Screen candidates against a rubric in parallel
Applicant screening
One agent per applicant checks their record and work samples against a hiring rubric, producing a ranked shortlist.
Score resumes and draft candidate replies
Candidate replies
Recruiters have an agent score resume folders against the job description and draft WhatsApp replies for review.
Source candidates into a spreadsheet
Sourcing
A browser agent filtered LinkedIn for candidates matching a role and location and compiled them into a spreadsheet.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Draft email replies and add calendar invites
Inbox drafts
A scheduled agent with Gmail and Calendar access drafts replies and adds meeting invites for you to approve.
Run a morning chief-of-staff routine
Daily briefing
About twenty scheduled tasks triage email, prep meetings, flag stale deals and leave drafts ready each morning.
Turn receipts into an expense report
Expense reports
An agent compiled an expense report from dozens of trip receipts and sorted a large folder of files by priority.
Schedule meetings from forwarded emails
Scheduling
Forward a request; the agent coordinates times with the other party by email and adds the call with a Zoom link.
Summarize meetings and send action items
Meeting follow-up
Agents summarize meeting notes, send action items to teammates and handle follow-up emails.
Suggest answers live during calls
Live call support
An open-source recorder transcribes calls and, using your uploaded files, suggests answers when it hears a question.
Regrade assignments and post feedback in the LMS
Grading review
A professor had an agent regrade TA-graded work, verify answers and update grades and feedback directly in Brightspace.
Manage Canvas courses with an in-platform agent
Course admin
Instructure's in-product agent renames modules, bulk-changes due dates and rebuilds course pages (vendor-reported).
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Revise training courses from learner feedback
Course improvement
An instructor had a coding agent summarize evaluation PDFs, log themes as issues and revise course materials.
Explain rule-based decisions from policy docs
Decision explanations
A rules engine makes the call, then an LLM cites the relevant policy text to explain each decision for audit.
Edit regulated Word documents via MCP
Controlled documents
An MCP server lets agents edit Word files safely; it was built for pharma regulatory documents.
Track tax and contract deadlines
Deadlines
An agent sets email reminders for quarterly tax deadlines, contract end dates and relevant law changes.
Validate invoices against inventory and create POs
Purchasing
A workflow matches invoice data to inventory, creates purchase orders in the ERP and notifies purchasing.
Reconcile orders and draft invoices nightly
Order reconciliation
Each night an agent checks completed orders against the CRM, drafts invoices and logs deals to a sheet.
Run marketing ops with specialist sub-agents
Workflow orchestration
A lead agent reads the weekly plan and spins up specialist agents for social posting and performance review.
Review NDAs and vendor agreements
Contract review
An open-source contract-review skill for coding agents flags issues in NDAs, SaaS agreements and vendor terms.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Flag lease redlines and counteroffers
Lease negotiation
A commercial real estate agent's AI tracked bids, drafted emails and read lease redlines, texting him when action was needed.
Build a CRM app from a written spec
Internal apps
A solo founder gave an agent a detailed product spec and it built a CRM with email, video recording and scheduling over a few weeks.
Build an expense and inventory tracker
Internal tools
A business owner had an agent build a custom app to track expenses and inventory.
Build custom deal-analysis tools
Analysis tools
A rental owner used a coding agent to build tools for offer pricing, property reports with photos and deal tracking.
Triage support emails for human sign-off
Email triage
A workflow classifies and summarizes each support email, drafts a reply and posts it to Slack for a person to send.
Run business chat from WhatsApp and Notion
Chat command center
Specialist bots connected to WhatsApp and Notion handle invoices, inbox cleanup, CRM updates and follow-ups.
Block spam and send morning briefings
Message screening
An agent screens spam across email, LinkedIn and invites and sends a morning brief of what needs attention.
Log calls and update CRM after sales calls
Call logging
Workflows handle pre-call research, a daily hot-leads digest, and post-call CRM updates with follow-up drafts.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Find, vet and load ICP leads into the CRM
Data enrichment
An agent combines a CRM, Sales Navigator and enrichment tools to find and vet ideal-customer profiles and plan campaigns.
Research prospects and build a CRM from scratch
CRM setup
An agent found dental offices across directories and built a simple CRM app with dashboard, profiles and notes.
Update your deal model when a broker sends a new rent roll
Underwriting
When a broker emails a new rent roll, Grok Bot offers to update the latest deal model, writes the changes to a copy and summarizes the impact on returns. The author's example came back in about two minutes (self-reported).
Sort every inbound call and report your real booking rate daily
Call tracking
A home-services owner has Grok Bot review the day's inbound calls every evening, sort each one into buckets, compute the booking rate by trade and email the team a rolling 30-day report with reasons missed calls didn't book.
Handle security deposit deductions after move-out
Security deposits
A property manager has Grok Bot watch AppFolio for move-out inspections and bills, apply charges to the deposit, draft the deduction letter with labeled inspection photos, track the legal deadline and prep a collections package. People mail the letter and move the money.
Route support tickets into team threads and suggest fixes from past cases
Support routing
A self-hosted setup: Chatwoot forwards each new ticket to OpenClaw, which opens a Discord thread for the team, suggests fixes from similar past cases, points to the right help video and drafts the reply. A person reviews and sends it from Chatwoot.
Pitch a lead on WhatsApp with a demo site and quote attached
Outbound pitches
Grok Bot uses WhatsApp Web on its own computer, linked to your number. Give it a lead's number and the demo site you built them; it makes a quote PDF, writes a short pitch with the demo link and sends it after you approve.
Flag scam invoices and payment-change requests in your inbox
Fraud screening
A Grok Bot routine scans Gmail twice a day and labels fake invoices, spoofed or lookalike senders, QR code tricks, call-this-number scams and bank-detail change requests, even from known contacts. It only labels; it never deletes, clicks or replies.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Send lien waivers for signature every time you pay a sub
Lien waivers
A custom home builder has Grok Bot fill in the lien waiver whenever a sub is paid in QuickBooks Online, send it for signature through Documenso, skip big-box stores and small payments, catch hand-signed waivers that come back by email and file them in the job folder.
Text job-site photos and get a punch list plus assigned to-dos
Punch lists
A builder texts photos from the job site; Grok Bot turns them into a PDF punch list and creates the matching to-dos in JobTread for the team.
Check every product mockup against the real print file
Listing QA
A store owner has Grok Bot compare each product mockup photo with the actual artwork and rebuild the wrong ones from the real print file. A person approves every swap. The author reports 73 photos checked and 13 fixed (self-reported).
Scan bid portals every morning for bids and partnerships
Bid monitoring
A franchisor's growth lead runs a Grok Bot template that scans bid portals and search engines each morning and surfaces bids and partnership opportunities. Nothing goes out without the owner's OK. The author reports 5 opportunities in the first 2 days (self-reported).
Run a private 24/7 agent on your own server with Hermes and Ollama
Always-on assistant
Hermes Agent points at a local Ollama model. Its built-in scheduler runs recurring jobs and sends results to Slack, Telegram or Discord, with no API keys and no data leaving your machine.
Keep an OpenClaw assistant always on on a Mac mini
Always-on assistant
OpenClaw runs as a background service on a Mac mini. It answers you over WhatsApp, Slack or iMessage, watches inboxes and runs reminders around the clock, and you reach it remotely through Tailscale instead of a public port.
Run a local model as a continuous research loop
Research
An open 27B model runs on your own hardware around the clock, working through a long research task and logging findings, with no cloud cost per iteration.
Schedule watchdog scripts that alert Slack without an LLM
Monitoring
For checks that need no reasoning, such as stock levels, site uptime or failed payments, Hermes runs your script on a schedule and posts the output to Slack, Telegram or SMS, so nothing is spent on a model.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Edit and export videos in DaVinci Resolve from chat
Video
While you are away from your computer, you tell Grok Bot in chat what to cut. It edits the timeline in DaVinci Resolve on your machine and sends back a low-res proxy to review.
Update your Framer website through an agent
Website
An OpenClaw agent uses Framer's MCP/API to change pages and copy on a live Framer site from a chat request.
Let colleagues book time through your agent
Scheduling
In a company OpenClaw deployment, coworkers ask your agent for time. It knows your preferences, walks them through the right options and books the meeting.
Automate browser chores with Hermes and Browserless
Admin
Hermes drives a hosted Browserless browser to log in, fill forms and download reports for small recurring web tasks that have no API.
Run company operations from Discord through Hermes
Operations
A mid-sized company owner runs dozens of parallel tasks through a Hermes agent in Discord, with one channel per workstream (self-reported).
Give your agent its own inbox and draft replies for approval
The agent gets its own address through an email MCP, watches that inbox and keeps you posted. Replies are only drafted until you approve them.
Redline contracts against your playbook with Claude Cowork and a DOCX MCP
Contract review
An in-house team stores a playbook for each contract type. Claude Cowork picks the right playbook, reads the incoming agreement through a DOCX MCP and writes tracked-change redlines and comments straight into the Word file for a lawyer to approve.
Apply your negotiation playbook as tracked changes inside Word
Contract review
The Claude for Word add-in reads the open contract, scores each clause against your playbook skill, proposes fixes and applies the accepted ones as native tracked changes with comments.
Edge Operations Managers
We place a Second in Command to run the operations and install a Business Operating System
House ad: Edge Operations Managers is owned by this site's operator.
Generate and send contracts from won HubSpot deals to Docusign
Contracts
When a deal hits a stage, the workflow copies the contract template, fills in the deal fields, waits for redlines and then creates and sends the Docusign envelope. Docusign's MCP server (generally available Sept 30, 2026) lets an agent run the same steps.
Log invoices from your inbox into a live P&L sheet
Bookkeeping
Grok Bot scans your inbox for invoices and payments, logs them in a Google Sheet and keeps a P&L that it updates every month.
Handle client change requests on delivered work with agents
Delivery
A real estate photographer runs a pipeline of two Grok Bot agents that take clients' change requests on delivered photos and process them, so small edits no longer land on his desk.
Source vendors and send quote requests automatically
Purchasing
Two founders run a trading company where Grok Bot handles email replies, vendor sourcing, quote requests and outgoing quotes.