Privacy & ComplianceFebruary 2026By Patrick Songore, Founder, GangoAI

Why Zero-Biometric Safety Monitoring Matters for Union Fleets

Some of the largest fleets in the world cannot deploy modern safety technology because their union contracts prohibit biometric data collection. The solution is not better negotiation - it is technology that does not require biometric data in the first place.

The Biometric Wall

Across the transport and logistics industry, a growing number of union contracts explicitly prohibit the use of facial recognition, biometric surveillance, and continuous in-cab monitoring. The Teamsters, Unite, and other major transport unions have made this a negotiating priority. Their position is straightforward: workers should not be subjected to biometric surveillance as a condition of employment.

For fleet operators, this creates a difficult situation. They have a legal duty of care to ensure drivers are fit to operate vehicles. They also have contractual obligations that prevent them from deploying the most common safety monitoring technologies. The result is a gap - fleets that need safety technology the most are often the ones that cannot use it.

The Legal Landscape

Beyond union contracts, the legal environment is tightening. The Illinois Biometric Information Privacy Act (BIPA) has generated over a billion dollars in settlements and fines since its enforcement began. Texas and Washington have similar legislation, and more states are following. In Europe, the GDPR classifies biometric data as a special category requiring explicit consent and heightened protections.

Some technology providers have responded by geofencing their services - disabling features in states with strict biometric privacy laws. This creates coverage gaps where drivers operating in those regions receive no monitoring at all. A safety system that only works in some locations is not a complete safety system.

What Zero-Biometric Mode Means

Zero-biometric mode means exactly what it says: the safety monitoring system operates without capturing, processing, or storing any biometric data. No facial geometry. No fingerprints. No iris scans. No voiceprints. The system still performs its safety function - detecting fatigue or impairment - but does so without any biometric identifiers.

This is not a reduced-functionality mode. It is a fundamentally different approach to identification. Instead of using facial recognition to identify who is being assessed, the worker identifies themselves through a simple PIN entry. The safety assessment then proceeds using physical state measurements that do not constitute biometric data - movement patterns, reaction times, postural indicators.

The key distinction

Biometric data identifies who you are. Physical state measurement assesses how you are. A system that measures physical state without capturing biometric identifiers eliminates the entire category of privacy objection.

Why This Matters for Fleet Operators

For fleet operators managing union workforces, zero-biometric mode removes the primary objection to safety monitoring technology. The conversation with union representatives changes from "we want to use facial recognition cameras" to "we want to offer a 30-second safety checkpoint that uses no biometric data and no cameras during the shift."

For fleet operators in BIPA states, it eliminates legal liability entirely. There is no biometric data to consent to, retain, or destroy - because none is collected.

For fleet operators in the EU, it simplifies GDPR compliance significantly. No special category data means no heightened processing requirements.

The Question to Ask Your Provider

If your current safety monitoring provider cannot offer a zero-biometric mode, ask why. If their technology fundamentally depends on biometric data to function, that is a design choice - not a technical requirement. Safety monitoring and biometric surveillance are not the same thing. The technology exists to do one without the other.

Safety Monitoring Without Biometric Data

Compliant by design. BIPA, GDPR, EU AI Act. Zero-biometric mode available.

Supported by

Innovate UKNVIDIA Inception ProgramTech South West