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From postage stamp to AI draft: complaint handling without printing

Cerelia is one of Europe's largest makers of pancakes and wraps, with a factory in Sliedrecht. Every consumer complaint was read, classified and answered by hand, then printed, put in an envelope and posted. We built Klachten AI: a complete system that takes the whole process on, with a member of staff as the final check before anything goes out.

Client
Cerelia
Sector
Food, FMCG
Delivery
4–6 weeks
Login
Microsoft SSO
Cerelia · From postage stamp to AI draft: complaint handling without printing

The challenge

Consumer complaints came in by email and through the contact form on jan.eu. Each one was read by hand, judged for severity and type, and answered with a reply that was then printed and sent by post. It took a lot of time per complaint, was error-prone and gave no real overview of what was coming in.

Nobody could see which complaints pointed at the same batch number, whether a customer had already been compensated, or whether a pattern was building that signalled a quality problem in production. And foreign objects or allergen complaints had no standard way of being handled.

Our approach

  1. 01

    Automatic intake via email and contact form

    Incoming complaints are pulled in automatically from the mailbox and the jan.eu contact form, grouped per customer into cases and made ready without anyone sorting them by hand.

  2. 02

    AI analysis: type, urgency, sentiment and fraud

    The AI sorts each complaint by type (product quality, packaging, shelf life, allergens, foreign object, other), urgency (low through to critical), sentiment (positive through to angry) and fraud signal (none, suspicious, possible fraud, spam). Allergen complaints are flagged as critical automatically.

  3. 03

    Tailored draft reply

    Working from templates and the content of the complaint, the system drafts a personalised reply: the right gift-voucher amount (5 or 10 euro), a return request where there's a foreign object, and a warning if compensation has already gone out earlier in the same case.

  4. 04

    Staff check, the system sends

    A member of staff reads the draft, tweaks it if needed and confirms it. Once it's approved, the reply goes out digitally, with the printing and the post left behind for good.

The result

The whole manual print-and-post routine is gone. Complaints arrive automatically, get analysed in seconds and land as ready drafts. A member of staff checks and sends, with no re-typing and no printing.

For the first time, the dashboard gives a real overview: which complaint types peak on which day, which batch numbers turn up across several complaints, and what the average handling time is. Patterns that used to stay hidden now show up at a glance.

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Cerelia Klachten AI, login screen
Logging in with Cerelia's company Microsoft account. Built and hosted by Bonsai Software.
Cerelia Klachten AI, dashboard
The dashboard shows live statistics, a process-flow chart, a heatmap per complaint type and breakdowns by status, urgency and sentiment.