Does video footage leave our premises?

No. Project Vanguard runs inference on hardware at your site; footage is processed and stored on your network. Nothing streams to a third-party cloud.

How accurate is the detection?

Project Vanguard runs at 99.2% detection accuracy across 16 IP streams in production, engineered to a sub-20ms per-stream design spec. We measure and report accuracy on your site's cameras during commissioning, not just in a lab.

Do we own the system?

Yes. The deployment — models, configuration, integration — belongs to you, documented and handed over. Support contracts are optional; lock-in isn't part of the model.

COMMERCIAL SECURITY & SURVEILLANCE

On-Prem Security AI You Own

Camera feeds are sensitive data that shouldn't stream to someone else's cloud. Project Vanguard detects intrusion, loitering, and tailgating on hardware you own — 99.2% accuracy across 16 IP streams, engineered to a sub-20ms per-stream design spec.

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Challenges

What Security Teams Deal With

Shrinkage & Theft

Loss prevention still leans on after-the-fact CCTV review — evidence for later, not prevention in the moment.

Missed Events

One operator watching dozens of feeds misses things. Attention doesn't scale across a wall of monitors; software does.

24/7 Staffing Costs

Round-the-clock manned monitoring is expensive and uneven — alertness at 4am is not alertness at 4pm.

Fragmented Systems

Cameras, alarms, and access control from different decades that don't share a screen, let alone a timeline.

What We Deploy

Owned Detection, Human Decisions

Perimeter & Intrusion Detection

Project Vanguard watches fence lines and entry points for breaches, loitering, and tailgating — alerting the people who respond, in real time.

Access & Tailgating Monitoring

Entry-point analytics that flag tailgating and unusual access patterns, integrated with the access-control system you already run.

Loss-Prevention Analytics

Retail-floor and stockroom analytics that surface theft patterns for your team to act on — processed on-prem, so footage never leaves the building.

Agentic Alert Handling

Agents that deduplicate alerts, attach the relevant clip, and draft the incident log — your operators decide what happens next.

Use Cases

Where It Runs

Retail Loss Prevention

Theft-behavior detection and occupancy analytics across store floors, with footage processed on site.

Facility Access

Entry monitoring and visitor flow for offices, warehouses, and commercial buildings.

Perimeter Protection

Fence-line breach, loitering, and abandoned-object detection for yards, construction sites, and industrial property.

Unified Security View

Camera, alarm, and access events correlated into one timeline your team can actually work from.

FREQUENTLY ASKED

On-Prem Security AI FAQ

EXPLORE FURTHER

Related Resources

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Next Step

Assess Your Site Honestly

Camera positions, lighting, and network constraints decide what's achievable. We'll review your site and quote what we'd actually deploy.