The best task to hand off to an AI agent isn't the most impressive one. It's the one that comes back every week, that everyone puts off and that follows a simple rule. The 25 ideas below were chosen with that in mind: they apply to most small and mid-sized businesses, whatever the industry, and each one matches a template in the Future Agent library that you can adapt to your situation.
For each task, you'll see what the agent does and what stays under your control. One precaution applies to all of them: start in draft mode for anything that goes to a client, and switch to automatic sending once you're happy with the results.
Sales and client relationships#
1. Follow up on unanswered quotes#
The agent spots quotes sent more than five business days ago with no reply, writes a courteous, personalized follow-up, sends it and logs the date in your tracker. You stay in control of sensitive clients by excluding them from the rule. Template: Quote follow-up.
2. Prepare for every client meeting#
The day before a meeting, the agent gathers what you need to know: the company's business, recent news, your contact's role, your history together. You arrive prepared without spending half an hour searching. Template: Pre-meeting brief.
3. Review the pipeline every Monday#
The agent reads your CRM or tracking sheet and lists the deals that are moving, the ones that have stalled and the ones to chase this week. Template: Monday pipeline review.
4. Enrich new contact records#
Every new contact added to the CRM is completed with useful public information: job title, company size, website, professional profile. Your sales team saves a great deal of research time. Template: Lead enricher.
5. Log your email exchanges in the CRM#
A CRM is only up to date if someone updates it. The agent reads your exchanges, creates new contacts, moves deals forward and notes next steps. Template: Always-current CRM.
6. Win back lapsed customers#
For a shop or a recurring service, the agent spots regulars who haven't come back in a while and drafts a personal note for each. You set the delay and the tone. Template: Customers who stopped coming back.
Admin, finance and accounting#
7. Chase unpaid invoices#
The agent tracks overdue invoices and sends graduated reminders: courteous first, firmer next, never aggressive. Disputed accounts stay excluded. Template: Unpaid invoice reminders.
8. File invoices received by email#
Every supplier invoice received as an attachment is saved to a shared folder, sorted by month and supplier. No more month-end document hunts. Template: Incoming invoice filing.
9. Prepare your accountant's monthly package#
On a set date, the agent gathers all the month's documents and sends them to your accountant, with a list of what's still missing. Template: Monthly accountant package.
10. Turn receipts into an expense report#
You snap your receipts throughout the month; the agent extracts the amounts, categorizes them and produces the expense report in Excel and PDF. Template: Expense reports.
11. Get a cash position update#
Every Monday, a summary of your cash: balance, expected receipts, upcoming expenses, any alerts. The agent makes no financial decisions; it gives you a clear picture. Template: Weekly cash update.
12. Watch contract deadlines#
Automatic renewals, notice periods, end of commitment: the agent warns you early enough to decide. It's exactly the kind of task people forget until it's too late. Template: Contract deadlines.
Organization and email#
13. Triage your inbox every morning#
The agent sorts emails into “to do,” “to read” and “to archive,” and sends you a summary of what's urgent. Template: Inbox triage.
14. Draft replies#
For every email awaiting a reply, a draft appears in your mailbox. You review, tweak, send. Nothing goes out without you. Template: Prepared replies.
15. Catch emails that never got a reply#
Every morning, the list of important messages nobody has answered, with a follow-up ready to go. Very handy for a shared inbox. Template: Unanswered emails.
16. Turn emails into tasks#
Every email containing a request becomes a task in your project tool, with a due date. Template: Emails to tasks.
17. Get a morning brief#
One message to start the day: calendar, important emails, today's tasks. Template: Morning brief.
18. Write meeting notes#
After each recorded meeting, the agent writes up the notes (decisions, actions, owners, deadlines), files them and sends them to attendees. Template: Meeting notes.
Marketing and reputation#
19. Respond to Google reviews#
Every new review is picked up, with a personalized reply ready to post. For negative reviews, keep manual approval. Template: Google review replies.
20. Ask for a review after every job#
At the right moment after a completed job, the client receives a simple review request. Template: Post-service review request.
21. Prepare your LinkedIn posts#
Three post ideas a week, written in your style from your latest news, for you to approve before publishing. Template: This week's LinkedIn posts.
22. Write the monthly newsletter#
The agent gathers the month's news, writes the newsletter and sets it up in your email tool. You review and schedule. Template: Monthly newsletter.
Monitoring and management#
23. Keep an eye on competitors#
Every week, what changed at your competitors: prices, offers, hiring, press mentions. Template: Competitive monitoring.
24. Spot tenders in your field#
Every morning, the public tenders that match your criteria, summarized and ranked by relevance. Template: Tender finder.
Human resources#
25. Screen job applications#
Every application is read, summarized and assessed against your job description. The decision stays yours: the agent saves you reading time; it doesn't choose for you. Template: Application screening.
Recap: where to start#
| Task | Typical frequency | Risk level | Getting-started advice |
|---|---|---|---|
| Inbox triage, morning brief | Daily | Low | Launch right away |
| Invoice filing, accountant package | Monthly | Low | Launch right away |
| Pipeline review, cash update, monitoring | Weekly | Low | Launch right away |
| Quote and unanswered email follow-ups | Daily | Medium | Drafts first |
| Unpaid invoice reminders | Weekly | Medium | Drafts first, disputes excluded |
| Review replies, posts, newsletter | Weekly | Medium | Approval before publishing |
| Application screening | Per job opening | Medium | Reading aid, human decision |
The risk level isn't a technical measure: it's a way of asking what would happen if the agent got it wrong. A botched internal sort takes two minutes to fix; a clumsy follow-up to a key client leaves a mark.
How to choose your first three tasks#
- Go through your typical week and pick the three tasks that annoy you most.
- Check that they meet the criteria: frequent, clear rule, data in a tool, verifiable result.
- Pick a low-risk one to start, such as inbox triage or invoice filing.
- Launch it, watch it for two weeks, then add the second.
A sample rollout for a small service business: in week one, inbox triage and the morning brief, which touch no clients; in week three, invoice filing and the accountant package; the following month, quote follow-ups as drafts, then automatic sending once the tone is approved. In two months, five agents are running without anyone having to overhaul their habits.
For each task, you can start from the template or describe your own version in the chat. Either way, the architect only asks questions specific to your situation: which file, which tone, which deadlines. Our guide to writing a good brief will help you spell out the edge cases.
When tasks chain together#
Several of these tasks complement each other. Collect invoices, match them with payments, then send the package to your accountant: three agents handing off to one another through a shared table. Or find prospects, contact them and follow up with those who didn't reply. The library offers these ready-made chains, such as Invoices, reconciliation and accountant. We explain the principle in our article on multi-agent workflows.
Ideas for your industry#
These 25 tasks work across industries. The library also contains templates specific to each trade: appointment reminders for a practice, supplier orders for a restaurant, buyer follow-ups for a real estate agency, site reports for construction. Filter by industry, for example real estate or construction, or see our use case pages such as restaurants and skilled trades.
In short#
- The best tasks to hand off are frequent, easy to describe and easy to check.
- Start with low-risk internal tasks, then move to client-facing tasks in draft mode.
- Every task on this list exists as a template ready to adapt.
- Add one task at a time and read the first summaries.
Each agent's price is quoted before launch, from €3 a month and usually between €9 and €49. To assess what each of these tasks could bring you, apply the method from our article on AI agent cost and ROI.