Verifiable Compliance

The Myth of 99.9% Detection Rate: Why Verifiable Metrics are the Real Compliance Standard

When working with anonymization solutions, you’ll often see a recurring number: 99.9%. It’s a comfortable, "near-perfect" figure designed to give peace of mind.

But in complex, real-world data environments a blanket 99.9% claim is almost always marketing fluff.

Data privacy has to be built on verifiable, customer-specific performance metrics.

Celantur Image Annotation

Your Roadmap to Enterprise Compliance

For global enterprises, "good enough" is not a strategy. We help large organizations navigate complex regulatory environments through a structured three-pillar framework.:

  1. Reference Dataset & Metrics Reporting: We recommend creating a reference dataset based on your actual imagery. We then generate detailed metrics reports, verifying how well the anonymization performs on your specific data.
  2. Service Level Agreements (SLAs): We work with you to define clear SLAs based on the verifiable metrics, ensuring that the anonymization meets your specific compliance needs.
  3. Independent Certification: For critical systems, we collaborate with TRUSTIFAI to provide TÜV Austria certification, offering an objective, third-party validation of your anonymization solution's performance and compliance.

Verifiable Metrics, Based on Your Data

Instead of asking you to trust a generic percentage, we provide transparency. For enterprise clients, we recommend creating a reference dataset that is based on your actual imagery. We then generate a detailed metrics report. Verifying exactly how well the anonymization performs on your specific data.

Current industry leaders don't need "perfect" numbers; they need reliable numbers. For instance, in our recent evaluations, we typically see recall and precision between 90% and 95% on complex, real-world scanning data. By identifying these metrics upfront, companies can build robust data protection impact assessments (DPIAs) based on facts, not marketing promises.

We provide verifiable reports on recall and precision metrics.

  • Recall: How many of the identifiable objects (e.g. faces, license plates) were actually anonymized?
  • Precision: How many of the detections were actually relevant objects? (false positives)

Benefits:

  • Prove recall and precision metrics to Data Protection Authorities and customers.

  • Certification: TÜV Austria Certificate for your anonymization use case.

  • Foundation for SLAs.

Celantur ML Reports

Independent Certification with TRUSTIFAI

For critical systems, internal metrics are often just the first step. Under the EU AI Act, independent conformity assessments are mandatory for high-risk applications to prove safety and quality. Through our collaboration with TRUSTIFAI, we enable our customers to certify their blurring solutions using the unique TÜV Austria TRUSTED AI test scheme.

This partnership provides a clear roadmap to compliance through:

  • Independent Performance Testing: Objective, third-party inspections to verify the safety and reliability of your system.

  • AI Act Risk Classification: Navigating the legal requirements of your specific application.

  • GAP Analysis: Comparing your current setup against existing and emerging AI standards.

Stop chasing the 99.9% myth.
Start demanding verifiable metrics.

Let's talk about verifiable compliance for your specific data. We'll get back to you shortly