“Writing out every test case by hand and reworking them after every spec change.”
AI consulting for technical teams
AI handles the routine.
You handle what matters.
We bring AI agents to where they are genuinely needed: to the workplace itself, not into yet another meeting tool. From industry, not from theory.
For teams in
- Mechanical Engineering
- Drive Technology
- Electronics Manufacturing
- Medical Technology
- Special-Purpose Machinery
- Test Rig Engineering
- Automation Technology
- Energy Technology
01 · Reality
Sound familiar?
Not the interesting problems, but the same ones, over and over. We have done this work ourselves. This list probably looks familiar.
“Carrying the same information by hand through five programs, because none of them talks to the others.”
“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.”
Our stance
No one goes into a technical field to do, for the hundredth time, what a thousand others have long since done.
You go into a technical field to solve, to design, to build: something that didn't exist before.
AI gives us exactly that job back. And it is exactly as good as the person operating it.
02 · Solutions
Where things
actually get built.
We build agents that work alongside you instead of just answering, and that operate the tools your team uses every day. We know these five fields from our own project work.
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
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
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
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 reference designations
- Check bills of materials and standards
Tools & Integration
An agent that actually operates your programs.
- Build interfaces to the programs you run
- Turn recurring routines into fixed capabilities
- Access to file stores, databases and ticketing
- Runs inside your existing environment
03 · Approach
A clear path,
low-risk from the start.
Finding new specialists takes months. Making the team you already have faster starts in a single day. 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 team gets 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 proves itself, we scale it up or hand it over to your team, cleanly documented.
04 · Maturity
What works today and what
we develop together.
Honest AI consulting keeps the two cleanly apart: the one we deliver today, at a risk you can calculate. The other is uncharted ground we enter together. That is where the 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
- Connect agents to the programs you already run
- 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 project data fully on-premise
- Automate entire 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 day-to-day technical work, but only when someone who speaks the language of engineering translates it into practice. That is exactly what we do: we build the agents ourselves rather than passing on off-the-shelf tools.
amplaio is growing from a one-person office into a team of specialists with an industry background. The standard stays the same: no hype, no slide-deck magic. We build tools experienced specialists actually enjoy using 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 day-to-day 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 introduction
- An honest assessment, no pitch
No form, no mandatory fields.