Service · Pyinv

AI & automation that hold up in regulated environments.

Automate processes and apply AI where data protection matters, without US-cloud dependency and without compromising on security.

What we build

AI & automation

AI only creates value where it runs securely, auditably and in line with data protection, especially in regulated industries. We automate recurring processes and integrate AI into existing systems, on request entirely under German jurisdiction and without US cloud. From a fast feasibility check to monitored production, everything stays traceable.

  • Process automation
  • AI integration into existing systems
  • Anomaly & fraud detection
  • Document & data workflows
  • GDPR-compliant LLM solutions
  • Custom ML models
What you get

Automation assessment

An analysis of your processes with a clear verdict on where automation measurably saves time and errors.

Prototype in weeks

A working prototype to prove value and feasibility before you invest bigger.

Secure AI integration

Embedding LLMs and models into your systems, with access control and logging.

GDPR-compliant LLM solutions

Operation under German jurisdiction, on request without US cloud (Schrems-II-compliant).

Custom ML models

From anomaly and fraud detection to tailored production models.

Operation & monitoring

Monitoring, maintenance and evolution so automation keeps paying off.

Why Pyinv

Proven, not claimed.

Data protection at the core

AI under German jurisdiction, on request without US cloud (Schrems-II-compliant).

Real ML depth

Experience from anomaly detection to production models, not just API calls.

Automation that lasts

Auditable, maintainable workflows instead of fragile scripts.

How we work

From idea to audit.

01

Potential check

Where does automation actually save time?

02

Prototype

Test fast before you invest.

03

Integration

Safely embedded in your systems.

04

Operation

Monitored, maintained, evolved.

Standards & technologies
PyTorchScikit-learnLLM integrationAnomaly detectionWorkflow automation
FAQ

FAQ

Does Pyinv use LLMs in a GDPR-compliant way?
Yes, with a focus on German jurisdiction and, where needed, without US cloud providers.
What can be automated?
Recurring processes, document workflows, data checks and more, wherever it measurably saves time.
Does our data stay in Germany/the EU?
Yes, entirely on request. We build solutions under German jurisdiction and without US cloud providers.
Do you use off-the-shelf LLMs or your own models?
Both, depending on the task: integrating existing models or building custom ML models where it pays off.
How does an AI project start?
With a short potential check and a prototype, before any larger investment.
How do you prevent unreliable AI output?
Through evaluation, clear limits on where it is used, and human oversight in the right places.

Something to automate?

Let’s walk through the potential in 20 minutes.

Request a project →