Every project is one of a kind. And every time, someone starts from zero.
Technical depth is your competitive edge. But that knowledge sits scattered across project folders, your ERP and a few key people. Four patterns we see again and again in machinery and plant engineering:
Project knowledge drains away
The design calculation from 2019, the trial report on the critical medium, the application development for the medtech part: it all exists, but scattered across project folders, ERP and PDFs. The next similar inquiry still starts from zero.
Feasibility requests stall your sales team
"Can your machine handle medium X? Can material Y be joined?" Exactly one experienced engineer knows the answer, and he is buried in a project. The quote waits.
Knowledge retires with your experts
Thirty years of process and trial knowledge hang on a handful of people. When they leave, the knowledge leaves with them.
New business by end market is manual work
Finding series manufacturers in food, pharma, automotive or medical technology with the right process needs means days of manual research on top of the day job.
What demi takes over in machinery and plant engineering
demiBrain · Engineering & sales
Reuse project knowledge instead of reworking it
demiBrain builds the digital twin of your commercial knowledge: products, reference projects, trial reports, competitor positioning, set up from the materials you already have. Your reference plants belong in it too, so retrofit, spare-part and service opportunities across the plants you have already delivered stay findable instead of forgotten.
demiAsk · Technical sales
Pre-qualify feasibility requests in minutes
"Will this run on your machine?" demiAsk answers from your own specifications, trial reports and reference cases, every answer backed by a source. Requests that used to take three days take three minutes. Your best engineer stays in the project, and your sales team stays able to respond.
demiLeads · Sales & business development
Find and qualify leads by end market
demiLeads identifies target companies with matching process needs in your end markets, from food to medical technology, along with the right decision-makers: engineering managers, technical buyers, plant managers. You get contact-ready briefings instead of bare name lists, and demi states why each company fits. A CRM stores what you did; demi delivers what comes next.
demiContent · Marketing & technical documentation
Deep technical content from real specifications
demiContent creates technical articles, product descriptions, one-pagers and outreach letters straight from your real specifications, no marketing fluff. Multilingual from day one, including your export markets. Nobody can seriously guarantee zero errors, but every line can be verified in seconds.
Common questions from machinery and plant engineering
Every project we build is one of a kind. What is AI supposed to reuse?
One-of-a-kind machines are built from recurring knowledge: design logic, trial reports, reference cases, application developments. That is exactly what the digital knowledge twin makes findable, and every answer comes with sources. demi replaces the habit of pinging your most experienced engineer on Slack, not your engineers.
What happens to our design and trial data?
Production databases run in data centers in the EU, the EEA or Switzerland, including OVHcloud. AI inference runs on leading AI models in EU regions. No training on identifiable customer data without explicit opt-in. The data processing agreement (DPA) is automatically part of the contract.
How fast are we up and running, and what if it does not deliver?
Setup takes about a day. The standard order form: a 12-month term with a 6-month pilot phase and a one-time exit option (30 days). These are guide values from real launches, not guaranteed deadlines.
What demi saves you per month
No per-seat price, no plan comparison: this calculator shows which working hours demi frees up in your processes and what those hours are worth at your hourly rate. Every assumption is visible and directly adjustable.
Your company
Your savings
frees up 45 hrs per month
2,729€ / month
32,742 € per year
All amounts net. Non-binding reference values based on your inputs, not guaranteed outcomes.
Ready to put your project knowledge to work in sales?
Bring a real feasibility request from your inbox. We will show you how demi answers it.
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