Case study · Anonymised

From an ERP and spreadsheets to interconnected tools.

A technical services SME in French-speaking Switzerland: a sales team, an office, technicians in the field. Here are the tools we put in place, the order in which they were rolled out, the measured results and the corrections made along the way.

Sector
Technical services, French-speaking Switzerland
Teams
Sales, office, field technicians
Starting point
An ERP, spreadsheets, emails
Measured
Over one month of operation
The context

A growing SME, tools that had not kept up.

Enquiries came in from everywhere: the website form, ads, the phone, word of mouth. The ERP handled quotes and invoicing, but sales follow-up lived in spreadsheets and in everyone's inbox. Every day, the office copied the same information into several places.

Technicians got their instructions by phone and sent their photos back by messaging app. Clients called to ask "where's my file at?". Everyone was doing their best. What was missing was a system that connected them all.

The problems

Re-keying, forgotten follow-ups, hours lost every week.

Re-keying

The same data typed three times

Contacts, amounts and stages were copied between the ERP, spreadsheets and emails. The result: duplicates and versions that contradicted each other.

Delays

Enquiries left waiting

216 hours went by between an enquiry arriving and the first action. And the longer an enquiry waits, the colder the client gets.

Noise

Alerts nobody read any more

One notification per event, and a response rate below 7 %. Real emergencies were lost in the flood.

Blind spot

No way of knowing which channel paid off

Ad budget was split by gut feeling, with nothing linking where an enquiry came from to the final signature.

Clients

Phone calls to track every file

Documents sent and chased by email, signatures pending. The client had no overview, so they picked up the phone.

Roll-outWithout halting the business

Five interconnected tools, rolled out one at a time.

We didn't replace everything at once. Each tool went live, got used and got measured before we rolled out the next one. The ERP stayed in place from start to finish.

  1. 01 · Sell

    A CRM shaped around the sales team

    Every enquiry lands in one place, cleaned up and without duplicates. Each one goes to the right salesperson by area, product and language, taking absences into account.

    • Enquiries ranked by priority, Top 3 calls
    • Meeting prep sheet
    • Estimator calibrated on 241 real quotes
  2. 02 · Never forget a thing

    AI agents for all the follow-up

    The agents read sales emails and update the records. They draft signature and payment reminders, ask for a review when a job is finished and write the lost-deals report every month.

    • Reminders during office hours
    • Approved by the team
    • A daily summary instead of alerts
  3. 03 · Reassure

    A passwordless client portal

    The client logs in with a link sent by email, follows the stages of their project, signs documents online and finds their invoices. The team uploads documents to sign directly there.

    • Documents in three zones
    • Time-stamped signature
    • Choice of appointment slot
  4. 04 · Equip the field team

    An app for technicians

    Next job, directions, one-tap calling, the right documents. Photos are shrunk on the phone, then filed in the client's folder on their own.

    • Confidential team schedule
    • Documents without prices or contracts
    • Photos that file themselves
  5. 05 · Connect

    Sync with the ERP

    Every hour, stages, amounts, signatures and invoices flow both ways. Safeguards block duplicates and never overwrite an amount. Every change is simulated first, then applied.

    • Two-way sync
    • Duplicate prevention
    • One-click approvals

Interface preview, sample data

Measured resultsMeasured over one month

Time before the first action on an enquiry dropped from 216 to 95 hours, 56 % less. Each morning, every salesperson finds their Top 3 people to call back.

Every month, 67 hours of work are saved and 29 hours of capacity are added. Around 4 hours of supervision are enough to stay in control of what the agents do.

Some forty agents run nearly 64,000 automated tasks a month. When an important sales email arrives, the CRM record is up to date 3 to 14 minutes later, without anyone typing a line.

By tracking where each enquiry came from, we saw that enquiries from the website lead to a signature 2.3 times more often than those from paid social (16.9 % vs 7.2 %). Around CHF 20,000 a year of unprofitable advertising was spotted and cut.

The online price estimator draws on 241 real quotes. So the first conversation starts from a credible ballpark figure, not an "it depends".

Figures measured over one month of operation. No financial or individual data published, client anonymised.

Lessons learned

The choices that worked, and the corrections we made.

  1. 01

    One alert per event, and nobody reads it

    Standard notifications got a response rate below 7 %. We replaced them with a short daily summary: fewer messages, and more of them acted on.

  2. 02

    Measure usage, cut what isn't used

    An agent spots the features and automations nobody uses. We remove them instead of piling more on. A simpler tool is one the team actually uses.

  3. 03

    AI suggests, humans approve

    Follow-ups and sensitive writes wait for an approval click. That's what gave the team confidence, and it's why they adopted the agents.

  4. 04

    The ERP stays in charge

    Replacing the ERP would have put the whole business on hold. By building around it, with strict safeguards, we could move forward one tool at a time.

  5. 05

    Caution with small samples

    A first series of automated follow-up emails reached around 17 % click-through on 103 emails. That's encouraging, but the sample is too small to draw conclusions. We keep measuring before turning it into a rule.

Your business

Let's measure the hours your team loses every week.

We start with an audit of your processes to spot the re-keying, the delays and the noise. Then we propose the first tools to put in place, with their price.