“Writing out every test case by hand and reworking them after every spec change.”
AI consulting for engineering teams
AI handles the routine.
You handle what matters.
We bring AI agents to where they are genuinely needed: to the workbench, not into yet another meeting tool. From industry, by engineers for engineers.
For teams in
- Mechanical Engineering
- Drive Technology
- Electronics Manufacturing
- Medical Technology
- Special-Purpose Machinery
- Test Rig Engineering
- Automation Technology
01 · Reality
Sound familiar?
Not the interesting problems, but 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.”
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. And it is exactly as good as the person operating it.
02 · Solutions
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.
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 device tags (BMK)
- Check bills of materials and standards
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
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 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 · Maturity
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.