Sovereign AI Product · Vision

<BEHOLDR/>

Smart cameras
for real decisions.

Turn existing camera feeds into useful alerts and operational insight. Run inference at the edge and keep footage on your site.

An event worth your attention.From camera feed to human response.

From friction to flow

See what needs your attention.

Make existing camera feeds useful to the people running your space.

  • Today: Watching every feedWith BEHOLDR: Relevant events surfaced
  • Today: Finding delays laterWith BEHOLDR: Earlier warnings
  • Today: Disconnected sitesWith BEHOLDR: A shared operational view

The improvement is evaluated in your pilot.

Use cases

Where BEHOLDR could help.

BEHOLDR turns existing video into useful signals about movement, activity, safety, vehicles, and physical spaces. Start with one high-value question and test it against real footage.

Movement & flow

Understand how spaces move

Better visibility into how people and vehicles move, where bottlenecks form, and when conditions begin to change.

Example workflow

Measure queues, occupancy, congestion, dwell time, and movement patterns across public spaces, venues, roads, campuses, or commercial sites.

Safety & activity

Notice what needs attention

Earlier awareness, less continuous manual watching, and a clearer path from detection to human response.

Example workflow

Detect defined safety events, unusual activity, access conditions, or changes in a monitored area and surface them for review.

Vehicles & access

Make vehicle movement measurable

Clearer insight into traffic and vehicle behaviour, with useful signals for operations, planning, safety, or access control.

Example workflow

Track arrivals, departures, stopping, dwell time, access events, and movement through roads, car parks, depots, ports, or restricted areas.

What it does

What BEHOLDR does for you.

A complete vision platform engineered for real operating conditions, not benchmarks. The system you launch is the system you keep.

  1. 01See it as it happens

    Turn live camera feeds into real-time decisions. Catch incidents the moment they happen and notify the right people. No waiting for tomorrow's report.

  2. 02Know how your space is used

    Footfall counts, dwell time, and heatmaps across every zone. Know which areas are underused, where people gather longest, and whether your staffing matches your traffic.

  3. 03From one camera to a fleet

    Start with one high-value workflow at one site. Choose camera coverage around the event you need to detect, then expand when the operating value is clear.

  4. 04Audit-ready by architecture

    GDPR-aligned access controls, retention policies, and audit trails are baked into the platform. Not added on later. Your security and compliance teams can sign off with confidence.

How rollout works

From one site
to many.

A staged rollout that delivers results at the first site, then repeats the same dependable experience across many. Oversight stays intact every step of the way.

01 · First site

Prove it where it matters most

Start with one high-value workflow at one site. Agree the event, acceptable false alerts, and the operator response, then compare the pilot with how the team works today.

02 · More sites

Repeat what works

Once the first site is dependable, we replicate the setup. Every new site inherits the reliability, monitoring, and oversight you have already proven.

03 · Ongoing oversight

Operate with confidence

Retention, access, and model lifecycle stay visible to your security and compliance teams. Changes stay traceable across every camera and every site, year after year.

Start with the process: how a camera workflow pilot works. For deployment detail, read GDPR-compliant edge CV.

EU-first by design

Your data stays in the EU. Always.

BEHOLDR processes video and inference within the EU. EU-only cloud path, GDPR-aligned governance, and audit trails built in from day one. Compliant by architecture, not by policy document.

EU-only cloud path

Video and inference stay on EU-hosted infrastructure. What happens on your cameras remains within EU jurisdiction and under your control.

GDPR and EU AI Act ready

Access controls, retention policies, and audit trails are native to the platform. Not patched in before go-live.

Built in Malta for the EU

Engineered by a team working under EU law, for operators subject to EU law. The regulatory context is not an afterthought.

Technical Specifications

For the engineers in the room.

What's under the hood, in case it matters to your platform team.

Inference runtime
NVIDIA® DeepStream™ pipelines, optimised for real-time multi-stream, multi-model inference at production throughput.
Edge hardware
First-class support for the NVIDIA® Jetson™ family and compatible edge platforms, from pilot devices to fleet rollout.
Camera ingestion
Platform-native support for RTSP and ONVIF-compatible devices, plus standard video formats. Proprietary VMS connectors scoped per engagement.
Deployment
On-premises, private cloud, hybrid, or sovereign-cloud. Auto-scaling across nodes and cameras as your operational footprint grows.
Identity & access
OIDC and SAML integration with your existing identity provider. Role-based access controls applied across operator, reviewer, and admin surfaces.
Audit & governance
Model versions, operator actions, and access events logged with correlation identifiers. GDPR Article 5 principles translated into operational defaults.

NVIDIA®, Jetson™, JetPack™, CUDA-X™, and DeepStream™ are trademarks or registered trademarks of NVIDIA Corporation in the U.S. and other countries.

Next Step

Ready to see more?

Tell us about your environment, your cameras, and your constraints. We come back with a concrete rollout plan in plain language, with the technical detail your platform team needs.