No. 01 · English editionUpdated 19 October 2026 · 133 agents verifiedPricing · Free plan · French · EU hosting
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Feature · 19 October 2026

Real cases in small businesses: what an owner really handed over to an AI agent

25 real tasks, from health-insurance claims to contract checks: the starting problem, what the agent does step by step, the tools, the safeguards, and a checklist to get started.

In brief 25 real cases of AI agents in small businesses: contract checks, Odoo reconciliation, remote ERP, mini IT department, WhatsApp, follow-ups. Steps, safeguards and checklist.

By The AgentsIA team Updated Methodology

First-hand accountAn AI assistant on a Mac mini: from health-insurance claims to contract checksThe story, with its bugs, its misses and the time spent explaining →MethodThe 10 rules for delegating to an AI agentWhat he learned, task after task →

Inspired by the first-hand account of a small business owner who set up these uses with OpenClaw on a Mac mini. The other agents mentioned have the necessary capabilities according to their vendors; AgentsIA hasn’t tested them on these cases. No figures on gains are put forward.

01 · 8 cases

Admin & finance

  1. 01Filing health insurance reimbursement claimsThe task that started it all: a pile of health claims, filed by the agent on the health insurer’s portal.Admin & finance · Read the case →
  2. 02Bank reconciliation in Odoo, with clear rulesThe agent matches bank lines and invoices when there’s no ambiguity, and asks in every other case.Admin & finance · Read the case →
  3. 03Checking a contract by cross-referencing Excel, PDF, business software and ERPA contract drafted by a third party is checked against all your sources; the agent returns a summary of the discrepancies.Admin & finance · Read the case →
  4. 04Approving in a legacy ERP, even on the road, from WhatsAppPC, VPN, remote desktop, heavy software: the agent goes through the whole route and carries out your decisions, with an extra check.Admin & finance · Read the case →
  5. 05A dedicated, capped card for small paymentsThe agent pays small authorised expenses on its own, from a low-balance account; you review a summary.Admin & finance · Read the case →
  6. 06Recurring invoicing, from the invoice to client follow-upGenerating the invoice, explaining clearly to the client what’s being billed, then understanding their reply.Admin & finance · Read the case →
  7. 07From tracked deadlines to decisions to makeInsurance, subscriptions, documents: as a date approaches, the agent asks whether to keep or stop, then handles what comes next.Admin & finance · Read the case →
  8. 08Negotiating a price with a supplier, by emailA structured email, analysis of the reply, then the back-and-forth to get better terms.Admin & finance · Read the case →

02 · 5 cases

Mini IT department

  1. 09Mini IT department: mailboxes and extensions for new starters and leaversA WhatsApp message, and the agent creates the mailbox and phone extension and sends the access details; when someone leaves, it suspends them.Mini IT department · Read the case →
  2. 10Mini IT department: domain names and email deliverabilityThe agent maps your domains, audits SPF, DKIM and DMARC, and fixes emails landing in spam.Mini IT department · Read the case →
  3. 11Mini IT department: local, remote and incremental backupsDocuments and folders copied to a local location and a remote one, with regular checks.Mini IT department · Read the case →
  4. 12Mini IT department: websites, SEO and hostingUpdates, SEO, website security checks, and research into hosting offers to centralise everything.Mini IT department · Read the case →
  5. 13Mini IT department: security audit of the IP phone system, workstations and routersThe agent reviews the phone system, IP phones and routers, and hands you the points to fix.Mini IT department · Read the case →

03 · 6 cases

WhatsApp & documents

  1. 14WhatsApp groups: regular summaries and useful alertsThe agent follows a site group, draws a summary from it and only alerts you for a decision or an anomaly.WhatsApp & documents · Read the case →
  2. 15Archiving WhatsApp group attachmentsOne folder per group, dated and numbered files: you find the history of a job in a few clicks.WhatsApp & documents · Read the case →
  3. 16A document on WhatsApp, and the filing followsYou forward a file to the agent; it summarises it, renames it based on its content and files it in the right place.WhatsApp & documents · Read the case →
  4. 17From a receipt photo to bookkeeping, without going back to the officePhoto of an invoice, delivery note or receipt: the agent straightens it, makes it legible, files it, then enters it according to your rules.WhatsApp & documents · Read the case →
  5. 18A meter photo becomes data, and an alertReadings photographed in the field are processed as they come in; going over a threshold triggers an alert immediately.WhatsApp & documents · Read the case →
  6. 19An email address that puts documents back on brandStaff send their document to “charte@”; a few minutes later, they get the formatted version back.WhatsApp & documents · Read the case →

04 · 2 cases

Phone & travel

  1. 20Getting the calls made that unblock a filePhone menus, waiting, explaining, even in a language you don’t speak: the agent calls and reports back the answer.Phone & travel · Read the case →
  2. 21Booking flights, trains, hotels and seatsYou give the constraint; the agent compares, books within your rules and files the confirmations.Phone & travel · Read the case →

05 · 4 cases

Follow-up & method

  1. 22Following up, then following up again, without chasing by mistakeA frequency, expected dates, and the agent keeps up the pace until there’s an answer, checking before each reminder.Follow-up & method · Read the case →
  2. 23Copying the agent on an email to hand it the follow-upOne simple step: copy the agent in, and it follows the matter, spots the deadlines and prepares what comes next.Follow-up & method · Read the case →
  3. 24Overnight checks and the morning summaryCollecting, comparing and checking move forward overnight; when you wake up, only the points to review are left.Follow-up & method · Read the case →
  4. 25Writing the delegation rules for a taskGoing from “help me with my admin” to a precise operation, with its sources, its rules and its approval.Follow-up & method · Read the case →

FAQ

Frequently asked questions

Were these cases really put in place?

Yes. They’re inspired by the first-hand account of a small business owner who gradually handed these tasks to an AI assistant, OpenClaw, installed on a Mac mini. We rewrote them as practical guides, without any personal data or company names.

Do you need to be a developer to reproduce these cases?

Not necessarily, but it takes time. The owner compares the exercise to onboarding a junior: explain, observe, correct. OpenClaw and Hermes Agent need to be installed; Grok Bot is a turnkey service, without direct access to your local network.

What stays under human control?

In every case, the binding decisions: approving a contract, an over-limit expense, a DNS change, sending an email to a third party. The agent prepares, executes within a written framework and reports back.

How much time does it save?

We give no figures: the owner hasn’t measured a precise gain, and we don’t make one up. He describes tasks that no longer wait for him to be available, and checks that are done systematically.

Answers based solely on information published by the vendors and collected on 19 Oct 2026.