AI & Tokens

Faster with AI.
Safe with engineers.

Can everything be built with AI today? Almost. Here is an honest look at where AI shines, where it hits its limits – and how we bill both fairly and transparently in one currency.

The honest view

Almost everything works with AI. Almost.

What is true

AI speeds things up enormously.

Code, circuit variants, tests and documentation take a fraction of the time. A working prototype is possible within days – and we pass that on to you as a price advantage.

Where it breaks

A prototype is not a product.

As soon as a product has to grow, run for years, receive updates and comply with the law, code without architecture gets expensive: hard to maintain, insecure and impossible to certify.

Our answer

We build with AI.

And we keep the responsibility. Engineers design the architecture, review every delivery and operate, maintain and evolve your product – scalable and compliant.

The token model in 30 seconds

One currency for everything.

  1. Everything is measured in tokens. Every piece of work – whether done by an AI model or by an engineer – counts in the same unit. You always see where your budget goes.
  2. Two sources. AI tokens stand for the work of the models, engineer tokens for the work of our engineers.
  3. Two directions. Input is everything that flows in, and it is inexpensive. Output is the finished solution – that is where the know-how lives.
Input low cost
Output know-how
AI token
Context, data and requirements processed by models: analyses, research, variants.
Generated code, drafts, test cases and documentation as raw material.
Engineer token
Workshops, alignment, reviews, feedback and tests on the real device.
Architecture, reviewed and integrated code, layout, certification and acceptance – the finished solution we stand behind.

Example

How a project adds up.

Pick a project phase. The split is an example – the actual mix is agreed together in the quote.

Why input is cheap – and output is not

Like building a house: you need plenty of material and coordination – they are the foundation. The value comes from whoever turns it into a house that stands.

Transparent

Every booking is traceable – split by AI and engineer, input and output.

Predictable

Budgets in token packages instead of open-ended timesheets.

Fair

You pay for the know-how behind the result, not for idle time.

Fast

The efficiency gained through AI goes straight into your quote.

FAQ

Short answers.

Prices are set per project in the quote. Input tokens are considerably cheaper than output tokens. Ask us for a non-binding estimate.

You receive a traceable statement, split by AI and engineer tokens as well as input and output.

No. We use AI where it gives you an advantage. Where data is sensitive, we choose FADP- and GDPR-compliant solutions – or deliberately do without.

Yes. Schematics, PCB layout, prototypes from our own SMD assembly and testing are expressed in tokens just like software.

Support, maintenance and further development continue in the same currency. That keeps your product scalable, maintainable and compliant.

We look forward to your inquiry.

One field is enough – we get back to you within 24 hours.