Technology & AI

Enterprise-grade technology, kept in the background of the conversation.

The technology exists to serve the method, not the other way around. It is built for enterprise use — data stays in the EU, participants stay anonymous, no data usage for model training, and every decision is auditable.

What it is

Built for enterprise realities.

Legal, security and data protection review most technology after the fact. We build for their concerns from the start. Processing takes place in the EU. Audio is never stored. Transcripts are the record. Participants are protected by design. Everything relevant is documented and reviewable.

The principles

Four principles of the enterprise architecture.

EU-based processing

Data is processed in the European Union. No transfer to third countries for operational use.

Audio never stored

Voice conversations are transcribed in real time. The audio is discarded immediately.

Anonymous by default

Participants are protected. Attribution is only possible where explicitly agreed.

No data used for training

Your data is never reused for model training. Non-retention across the entire processing chain.

How it differs

What the technology is — and what it is not.

What it is not

Not model theatre
The choice of model is a means, not the story.
Not a data lake
We do not accumulate raw personal data. We produce structured insight.
Not a black box
Every finding traces back to the evidence that produced it.

What it is

A production system
Reviewed by security, compliance and data protection before it goes live.
A data-minimising design
We collect what the research requires and nothing more.
An auditable pipeline
From conversation to finding, the path is documented and reproducible.

What it enables

What changes for leadership

Cleared by security

Documentation prepared for enterprise security review — SSO, logging, access control.

Cleared by data protection

GDPR-aligned by design, EU AI Act aligned, DPA-ready.

Cleared by works councils

Neutral posture, no scoring of individuals — a foundation works councils can support.

Cleared by leadership

A defensible record. Evidence that holds under scrutiny.

The proof

How we make it defensible

It is the first AI-driven instrument our data protection team approved without conditions.

Group DPO, European Insurance Company

EU-based processing, GDPR and EU AI Act aligned
Audio discarded immediately — transcripts are the record
Independent expert review by domain specialists

Next step

See it applied to your decision.

In a 30-minute expert consultation, we walk through how this would sit alongside the instruments you already run — and whether it belongs on your agenda this year.