An SME can use artificial intelligence to automate most of the repetitive tasks that occupy its teams: replies to incoming requests, quote writing, follow-ups, document entry, reporting. The gain is between three and ten hours per week per person, for an initial investment of €1,500 to €8,000 depending on the number of processes. Here are seven concrete use cases we have implemented, with the tools, costs and limits.
1. Qualify and answer incoming requests
An AI assistant connected to your form, WhatsApp or mailbox reads each request, classifies it (quote, support, application, spam), drafts a first reply from your documentation and creates the record in your management tool. Your team validates in one click. Gain: a reply in minutes instead of hours, without hiring. Cost: from €1,500, plus the AI model subscription (€20 to €80 per month).
2. Generate quotes from a brief
From an email or a form, the AI extracts the needs, proposes the quote lines from your price grid and prepares the document in your company's format. The salesperson reviews, adjusts and sends. Gain: twenty minutes per quote. Limit: complex quotes are still validated by a human; the AI prepares, it does not decide.
3. Follow up quotes and invoices
An automated scenario follows up unanswered quotes at day 3 and day 10 with a personalised message, then unpaid invoices according to your rules. Customer replies are analysed and routed to the right person. Gain: a quote conversion rate up 10 to 20% among our clients, with no extra sales effort.
4. Extract data from documents
Supplier invoices, delivery notes, CVs, contracts: the AI reads incoming documents, extracts the useful fields (amounts, dates, references) and records them in your accounting software or ERP. Gain: the end of manual entry and typing errors. See our business software and ERP.
5. Produce recurring content
Product sheets, descriptions, social media posts, newsletters: the AI writes a first version in your tone, from your data, and a copywriter reviews. Gain: three times more content published with the same team. Limit: human review remains essential for quality and SEO, as we explain on the web content writing page.
6. Summarise and track conversations
Meetings, calls, discussion threads: the AI produces minutes, the list of actions and updates your tracking tool. Everyone knows what to do, without re-entering anything. Gain: one to two hours per week per employee.
7. Build automatic reporting
Every Monday, a dashboard compiles sales, cash flow, open requests and key indicators, with an AI-written comment flagging deviations. Gain: a clear view without compiling Excel files. This type of project fits into an AI consulting and transformation approach.
What it costs and what it brings
| Automation | Set-up | Subscriptions | Time saved |
|---|---|---|---|
| Incoming request assistant | €1,500 to €3,000 | €20 to €80 / month | 5 to 10 h / week |
| Quotes and follow-ups | €1,500 to €2,500 | €20 to €50 / month | 3 to 6 h / week |
| Document extraction | €2,000 to €4,000 | €30 to €100 / month | 4 to 8 h / week |
| Content and reporting | €1,500 to €3,000 | €20 to €60 / month | 3 to 6 h / week |
At a loaded cost of €35 per hour, ten hours saved per week represent around €16,000 per year. Most projects pay for themselves in under six months.
Where to start
- List the repetitive tasks of each role for one week, with the time spent.
- Choose a single process, the one that costs the most time and whose rules are clear.
- Frame the data: where it is, who accesses it, what must remain confidential.
- Implement, measure, then extend to the next process.
Key takeaway: AI does not replace your teams, it removes data entry, sorting and follow-ups. Always keep human validation on what commits the company: prices, contracts, sensitive replies.
How Webi Studio supports you
We design AI automations and solutions connected to your existing tools, custom AI applications and agents, and we train your teams with AI training. A free scoping workshop identifies the three most profitable automations for your company. See our pricing or request a quote.