Your AI. Tested. Monitored. Compliant.

confora labs helps regulated industries test, monitor, and govern their AI systems, so you can deploy with confidence, not anxiety.

What We Do

Test.

Stress-test your models across robustness, fairness and many more — for traditional ML and GenAI.

Monitor.

Continuous monitoring with alerts when metrics drift, performance degrades, or fairness thresholds are breached.

Govern.

Role-based access, threshold governance, and full audit trails for your AI systems.

Report.

One-click, audit-ready reports and EU AI Act classification traces.

Explain.

Understand why your model decides what it decides. Transparent, auditable explanations for regulators and stakeholders.


Integrate.

On-prem or SaaS, hosted on German servers. Connect any API endpoint — up and running in minutes, not months.


Contributing to DIN/CEN-CENELEC standardization for trustworthy AI. Part of the AI Verify Foundation. Research-backed by Goethe University Frankfurt.

"Working with confora labs enabled me to focus on what I can do best: developing AI solutions for Wertgarantie – instead of getting stuck in regulation."

Nhung Hong, Team Lead Data Science & Analytics, Wertgarantie

"Working with confora labs enabled me to focus on what I can do best: developing AI solutions for Wertgarantie – instead of getting stuck in regulation."

Nhung Hong, Team Lead Data Science & Analytics, Wertgarantie

Meet Confora Insight

Stress-test across fairness, robustness, and more. Continuous monitoring. Audit-ready reports in seconds.

Built for GenAI. Not just traditional ML.

Built for GenAI.
Not just traditional ML.

Most AI testing tools weren't built for the models you're actually deploying. Confora Insight was — test, monitor, and validate your GenAI systems with the same confidence as traditional ML.

Most AI testing tools weren't built for the models you're actually deploying. Confora Insight was — test, monitor, and validate your GenAI systems with the same confidence as traditional ML.

See how GenAI testing works →

The EU AI Act is here. Is your AI ready?

The EU AI Act is here. Is your AI ready?

Find out what the regulation means for your industry, and what you need to do about it.

Find out what the regulation means for your industry, and what you need to do about it.

Read our EU AI Act Guide →

Let's talk about your AI.

Whether you're preparing for the EU AI Act, setting up monitoring, or just want to understand where your AI stands: let's talk!

Book a Demo

confora labs by spotixx GmbH

follow us on LinkedIn!

confora labs by spotixx GmbH

follow us on LinkedIn!