“Writing out every test case by hand — and reworking them after every spec change.”
AI handles the routine.
You handle what matters.
We advise engineering teams — and bring AI agents to where they are genuinely needed: to the workbench, not into yet another meeting tool. From industry, by engineers for engineers.
- Grounded in engineering practice
- Based in Koblenz · on-site across Germany
- First call free & non-binding
For engineering teams in
Mechanical engineering, drive technology, electronics manufacturing, medical technology, special-purpose machinery, test rig engineering and automation technology.
// Our stance
No one becomes an engineer to do, for the hundredth time, what a thousand others have long since done.
You become an engineer to solve, to design, to build — something that didn't exist before.
AI gives us exactly that job back.
01 — The daily grind
Sound familiar?
Not the interesting problems — the same ones, over and over. We have worked in engineering departments ourselves. This list probably reads familiar.
“Typing up minutes after every meeting, handing out to-dos — and collecting them again next time.”
“Documenting after every change: interfaces, diagrams, changelog.”
“Rebuilding the same basic circuit yet again — placing components, calculating values, variant after variant.”
“New module, new driver — first typing out the same scaffolding: init, logging, error handling.”
“Drawing the same motor feeder in the schematic for the hundredth time — terminal by terminal.”
Everyone has a good camera in their pocket. But who is a photographer because of it?
Tools don't replace skill. They amplify it.
AI is exactly as good as the person operating it.
02 — Solution areas
Where the real
engineering happens.
An agent that works alongside you instead of just answering — and that operates the tools your team uses every day. We know these five fields from our own project work.
01
Embedded & Software
An agent that doesn't stop at reading code.
- Build and flash firmware
- Try it on the target hardware
- Measure and optimise behaviour
- Handle reviews and docs along the way
02
Hardware & Electronics
An agent that gets hands-on in the layout itself.
- Place components
- Route and optimise traces
- Check against preferred-part lists
- Flag obsolescence early
03
Test & Verification
An agent that sees the test through to the end.
- Derive test cases from the spec
- Run and evaluate tests
- Generate the report automatically
- File defects as issues
04
Control Cabinet & Plant Engineering
An agent that takes the tedious CAD detail work off your hands.
- Place components and terminals
- Build repeat parts automatically
- Assign device tags (BMK)
- Check bills of materials and standards
05
Project Management
A dedicated AI per project — ready to chat with directly.
- Meeting notes and summaries
- Track open items automatically
- Sort information into agenda, files and tickets
- Actively inform stakeholders and follow up
// The leverage
Finding new specialists takes months. Making the team you already have faster can start tomorrow.
More momentum — without new fuel.
AI doesn't hire. It accelerates everyone already on board.
03 — How we work
A clear path —
low-risk from the start.
No big project on a hunch. We start small — and after each stage, you decide whether the next one follows.
-
01
Discovery Workshop
One day on-site: we look at your workflows and gather the points with the greatest leverage.
-
02
Solution Concept
We assess the ideas by effort and benefit and present a prioritised, concrete roadmap.
-
03
Training & Enablement
Your engineers get to know the agents through real examples from their own day-to-day — not toy demos.
-
04
Pilot / PoC
A clearly scoped use case is implemented and measured in real operation.
-
05
Rollout · optional
If the pilot convinces, we scale it up — or hand it over to your team, cleanly documented.
04 — State of the Art
What works today — and what
we develop together.
Honest AI consulting keeps the two cleanly apart: one we deliver today — with calculable risk. The other is uncharted ground we enter together. That is where the known map ends — and exactly where it gets exciting.
Deliverable in production today
- Search manuals and datasheets — every statement backed by a source
- Derive test cases and inspection catalogues from specifications
- Review and maintain code and documentation
- Take meeting minutes and prepare reports
- Train teams hands-on for productive AI use
Pioneering together
- Connect agents directly to devices and equipment
- Automate recurring design work
- Check specifications for full standards compliance
- Process sensitive engineering data fully on-premise
- Automate entire engineering workflows end-to-end
05 — About
From engineering
to AI consulting.
Benedikt Konrädi
Founder · amplaio · Koblenz
amplaio was founded by Benedikt Konrädi — after years in industrial product development. Hardware and software, CAD and switchgear engineering, test and commissioning: precisely the environment our clients work in every day.
From that, a clear conviction has grown: AI helps enormously in engineering — but only when someone who speaks the language of engineering translates it into practice. That is exactly what we do.
amplaio is growing from a one-person office into a specialised team of engineers with an industry background. The standard stays the same: no hype, no slide-deck magic. We build tools a senior engineer is glad to use every day.
Based in
Koblenz
Reach
Germany
Languages
DE & EN
Background
Industrial IT
Let's talk
30 minutes, an honest assessment.
Not a sales pitch. You describe a concrete problem from your engineering work — we tell you whether and where AI is worth it there, and whether we are the right people for it. Free and non-binding.
Prefer to write directly? contact@amplaio.com
Strategy call · 30 min
- By video or phone — whatever suits you
- A concrete problem, not a general pitch
- An honest assessment, no pitch
// No form, no mandatory fields.