Agentic, voice-native maintenance for DACH industry

Maintenance belongs in the technician's hands.The paperwork belongs to the agent.

Your technicians talk; the agent does the rest. It writes the report, updates the asset, books the next service, and keeps every record audit-ready. No forms, no paper, nothing new to learn. Useful from day one, and built to become the agentic maintenance platform DACH industry runs on in five years.

  • Sovereign hosting in the EU
  • The agent runs the admin, offline-capable
  • Founding-partner cohort 2026
Live transcript (demo)14:32:08
01 / 04

TechnicianRegister a new asset, Pump XR-12, manual attached.

MAIAAsset and model created. I pulled the checklist from the manual.

MAIAMaintenance schedule set, first work order assigned to the early shift.

TechnicianPerfect, nothing else from me.

01 / 04WORK ORDER

Agent sets up the job

AgentVoice

What Amphidata does

Four pillars. One system.

Amphidata is an agentic maintenance system, built from the floor up. The agent handles the admin, technicians work hands-free by voice, and everything they capture builds one connected knowledge base, on infrastructure you control.

01

The agent runs the admin

Tell the agent what happened and the paperwork takes care of itself: it creates and updates work orders, digitises your paper checklists and SOPs, keeps asset records current, and exports clean, audit-ready documentation on demand. The work that used to land on a person becomes the agent's job.

02

Hands stay on the machine

Technicians document by speaking, capturing more and better data than any form. They ask out loud and the agent answers from your manuals and reads out the next step. No screen, no typing, nothing new to learn.

03

Connected knowledge

Every observation, every repair, every manual flows into one knowledge base, searchable in seconds. A junior technician works with the experience of the whole team, and the know-how that used to retire with your best people stays in the building.

04

Your data, your models

Capable AI models run on sovereign EU infrastructure or on your own on-premise servers, getting better as they learn from your plant. You decide where your data lives. AI is included for every user on every tier, never a metered add-on.

Where this goes

From assisted maintenance today to a plant that runs its own.

Built in stages, each one proven in a real plant before the next earns more autonomy.

  1. Industry today

    People run the admin; a handful of tasks are automated. Where most plants live.

    01
  2. Amphidata today

    The agent executes, the technician confirms. Real autonomy with a human in the loop. Shipping now.

    02
  3. Year 1–2

    The agent runs work orders end to end. People handle the exceptions.

    03
  4. North star

    Maintenance that schedules, documents and reports itself. People and sensors are the signal; the paperwork disappears.

    04

The 2026 picture

The shop floor runs on paper. The software lives in the office.

65%

of maintenance teams want to adopt AI by end of 2026.

41%

of European plants use paper in maintenance processes.

6%

of companies use a dedicated CMMS as their maintenance tool.

Risk vs. win

What reactive maintenance costs. What proactive maintenance returns.

Risk factors

Reactive maintenance, low digitalisation.

  • 8%of the current workforce will have retired by 2030. The skills shortage hits STEM and heavy industry hardest.
  • 11%of revenue lost to unplanned downtime.
Win factors

Software driven preventive or predictive maintenance.

  • 12%reduction in maintenance costs.
  • 20%of additional lifetime for assets.

Who's building it

Portrait of Etienne Couque-Castelnovo
Etienne Couque-CastelnovoFounderLinkedIn
“The future of industrial software is agentic systems.”

Etienne is a data scientist by training. He spent the early part of his career at LabTwin, building voice AI for scientists at the bench. It was his first taste of what happens when AI meets people who work with their hands, and it stayed with him. Amphidata is where he's taking that idea further: a voice-first, AI-native platform for the technicians keeping industrial plants running, most of whom still work with paper or software that was never built for them.

Portrait of Lucas Kulke
Lucas KulkeCo-FounderLinkedIn
“I know the pain of greasy hands and paper checklists.”

Lucas is a hands-on practitioner. Before moving into software he worked on the machines himself: turning wrenches, maintaining, documenting, living the daily reality most software vendors only know by hearsay. The clipboard that's never in the right place at the right time. The checklist typed up in the office at the end of the day. The knowledge that walks home with the shift. Lucas retrained as a systems integrator, and today he's building exactly the software he wished he'd had back then.

Become a founding partner

Help build the maintenance platform your industry will run on.

We're forming a small founding-partner cohort across DACH industry, plants that shape the product, not just buy it. You get agentic maintenance years before the market, one price per plant instead of per user, and a direct line to the founders. Not a beta test. A handshake.

See the founding-partner program

Next step

30 minutes. No demo slides.

We listen to your maintenance day, show you what's already live, and talk terms. If it fits, we shake hands as founding partners. If not, you got 30 minutes back.