Transparency by Design

The most powerful AI must also be the most accountable. Every high-risk action is bound to a mandatory Case ID and a non-erasable audit trail reviewable by independent oversight.

Full Transparency

Non-erasable audit logs for all searches and actions, linked to Case IDs and fully searchable.

Cybersecurity & Privacy

Secure private-cloud architecture built on open-source components, with end-to-end data protection.

Narrow Constraints

Alert-based monitoring targets only pre-identified persons — no tracking of random individuals.

Permission-Driven Interface

Features, databases, match alerts, and results are visible only to users with sufficient role-based permissions.

Bias Awareness

Continuous work to reduce demographic bias, with independent evaluation via the NIST FRVT.

Ethics Best Practices

Expert-developed guidelines, audit processes, and compliance checklists for data handling.

Prefer to talk it through?Speak with an IREX public-safety specialist about your camera environment, deployment, and compliance requirements.

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Questions?

What is Transparency by Design?
A model in which every high-risk AI action is bound to a mandatory Case ID and a non-erasable, tamper-evident audit trail, reviewable by independent oversight.
Does IREX make autonomous decisions?
No. Detections are signals for a person to verify; no response runs autonomously. The operator decides, and the decision is logged.
How does IREX address bias?
Through continuous work to reduce demographic bias, with independent evaluation via the NIST FRVT.

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