Insights

Implementations described with numbers: what came before, what we did and what came out of it. No text written by marketing.

Featured insight

Purchase invoice document flow

A manufacturing company, 80 people. Eight process steps stayed in place — four stopped needing a person. 53 hours of manual work a month dropped to nine, in eight weeks.

See case study
Ctrl Chaos Team
53 → 9 h manual work / mo.
4 manual steps 4 automated steps 8 weeks

All entries

AI implementation07.2026

Production planning laid out by AI

Upholstered furniture manufacturer. Departments working off each other, a system proposing the plan and order assignment, data flowing both ways with the ERP.

Pilot · ERP Saturn read →
AI implementation05.2026

A company health report in seconds

Checking company creditworthiness. Three bots collect data from ten public sources, a Gemini model writes the assessment, risks and conclusions.

4–6 h → 10–30 min read →
AI implementation04.2026

Recurring content for several channels, written once

Media and communications. One draft, three versions: mailing, expert platform, social channels.

Lumina read →
Automation03.2026

EDI file exchange with two retail networks, no manual re-typing

Furniture distribution. Five manual steps replaced by one bot run: AS2, file validation, ERP import, confirmation.

55 min → 2–3 min read →
Automation02.2026

VAT-EU checks: half a full-time role, handed to a bot

Sales to EU countries. The bot starts when the shipping list closes, sets flags on line items, and saves the check history in the ERP.

80–100 h → 2–3 h read →
Automation01.2026

CSV order import and a report that hunts for errors

Trade. A bot watches a folder, checks files and imports them in one transaction, and a weekly control report flags zero-price documents.

35 min → 2–3 min read →

We don't name companies or share data that could identify them. Numbers come from audits and process measurements at clients. Some implementations were carried out as part of EDIH hub4industry, co-financed by the Digital Europe 2021–2027 programme and FENG.