demi

For tool, die and mold makers

AI for tool, die and mold making

Every tool is a one-off, but the knowledge behind it repeats: design decisions, cost estimates, change states, trial reports. Today it sits in project folders, in your ERP and in the heads of your most experienced design engineers. demi makes that knowledge answerable: for feasibility checks, quotes and the next follow-up order, with sources instead of gut feeling.

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Example product · Progressive die

  • Which revision status is actually built in?
  • Tool file with repair history
  • Feasibility and quote from past projects

3 days → 3 min

response time on technical inquiries

12 target accounts

researched overnight, in a real lead report

~1 day

setup until the knowledge twin is ready to work

Reference values from real projects and starts, not guaranteed deadlines.

All industries

What slows down quotes and inquiries in toolmaking

The bottleneck is rarely the milling machine. It is your design engineers' time. Four patterns that hold back sales and engineering in tool, die and mold making:

Project knowledge is buried in old tool files

Hundreds of tools built, each with design decisions, problems and fixes. When a similar inquiry comes in, that knowledge should be at hand. In practice, only the engineer who ran the project knows where the file is and what it really says.

No quote goes out without an engineer

Assessing feasibility, finding comparable tools, estimating effort: every inquiry lands on engineering's desk. But engineering is busy building tools. Inquiries pile up, quotes slow down, and the faster competitor wins the job.

Nobody is sure which revision is current

Revisions, changes after tool trials, repairs on running tools: the built state and the documented state drift apart. Pull the wrong revision for a spare part or repair inquiry and you pay for it twice.

Follow-up business waits for the customer to call

Spare parts, refurbishments, the successor tool: the potential in your delivered tools is real, but nobody has time to work it systematically. So follow-up business only happens when a customer picks up the phone.

What demi takes over in tool, die and mold making

demiAsk · Technical sales

Answer inquiries with your tooling history

A new inquiry comes in, and demiAsk compares it with what you have already built: similar tools, past design decisions, known pitfalls. Every answer cites its sources, so sales can give a first assessment before pulling in a design engineer.

demiBrain · Engineering

Preserve tooling knowledge before it retires

demiBrain builds a digital knowledge twin from the documents you already have: projects, specifications, costing approaches, documented change states. What lives only in your best engineer's head today stays with the company and stays findable.

demiLeads · Sales

Start follow-up business instead of waiting for it

demiLeads delivers ready-to-contact lead briefings: companies whose part spectrum matches the tools you have built, with the right contact and the reason the account fits. Your reference list becomes a plan for new and follow-up orders.

demiContent · Marketing

References that technical buyers take seriously

demiContent creates content from your real specifications: reference sheets on tooling projects, technical articles, LinkedIn posts, in multiple languages. No design engineer has to sit down and write copy.

Common questions from tool, die and mold makers

Every tool we build is a one-off. What can AI realistically contribute?

demi does not work with generic internet knowledge. It works with your documents: tool project files, specifications, cost estimates, project documentation. Precisely because every tool is a one-off, fast access to comparable past projects is what counts. Every answer cites its sources, so you always see what it is based on. Nobody can seriously guarantee zero errors, but every statement can be checked in seconds.

Where is our data hosted, and what happens to our drawings and cost estimates?

Production databases are hosted in data centers in the EU, the EEA or Switzerland, including OVHcloud. AI inference runs on leading AI models in EU regions. There is no training on identifiable customer data without explicit opt-in. The data processing agreement (DPA) is automatically part of the contract.

How quickly will we be productive?

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 reference values from real starts, not guaranteed timelines.

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

Employees
201003007502,000
Fully loaded hourly rate (net)€/hCustomer calculations use 50 to 80 €/h, please enter your own value.

Your savings

frees up 45 hrs per month

2,729€ / month

32,742 € per year

Target-customer research and lead qualification720 € · 26 %
Internal information search630 € · 23 %
Technical customer and service inquiries563 € · 21 %
Tender and requirements matching384 € · 14 %
Personalized first outreach270 € · 10 %
Technical content and newsletters162 € · 6 %

All amounts net. Non-binding reference values based on your inputs, not guaranteed outcomes.

Walk through the math in a call20 minutes. We plug in your own numbers and you keep the calculation.

Your tooling knowledge belongs in sales, not in the archive

Bring a typical inquiry and one completed tooling project. In the demo you will see, on your own documents, what demi makes of them.

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