The Unified Real-Time Alternative to Vaidio AI
Vaidio offers dozens of fragmented analytic modules with complex per-feature licensing and heavy multi-server footprints. Sentinel delivers unified end-to-end multi-camera tracking and sub-second anomaly detection in a single, air-gapped runtime.
Eliminate modular licensing traps and fragmented pipelines. Get enterprise cross-camera persistent intelligence out of the box.
Sentinel vs Vaidio (IronYun) at a Glance
Architectural comparison for defense, homeland security, and mission-critical enterprise teams.
| Capability | SENTINEL | VAIDIO (IRONYUN) |
|---|---|---|
| Tracking & Re-ID Architecture | ✓Unified deep spatial-temporal feature embedding across overlapping & non-overlapping cameras | ✕Separate modular pipelines (face, LPR, intruder, cross-camera search) requiring multiple engine licenses |
| Licensing Simplicity | ✓All-inclusive per-stream or site licensing — full capabilities included without nickel-and-diming | ✕Fragmented à la carte licensing per analytic module (30+ separate add-on licenses) |
| Air-Gap & Sovereign Security | ✓100% air-gapped, zero telemetry, sovereign containerized runtime for defence and critical infrastructure | ✕Supports on-premise, but often requires recurring license validation and complex multi-server infrastructure |
| Inference Density & Compute Efficiency | ✓TensorRT-optimized unified neural graph; high stream density per COTS GPU server | ✕High compute overhead when running multiple concurrent analytics engines on the same camera channel |
| Camera & VMS Compatibility | ✓Pure hardware & VMS agnostic (RTSP, ONVIF, Milestone, Genetec, Hanwha, Network Optix) | ✕Requires complex VMS plugin configurations and multi-tier server middleware |
| Time to Alert | ✓< 800ms alert dispatch directly to SOC tactical dashboards and mobile command centers | ✕Variable multi-second latency depending on how many modular engines are chained together |
See Sentinel Live in Action
Watch how Sentinel delivers real-time multi-camera persistent tracking across live streams with sub-second alert dispatch.
Why Operators Are Migrating from Vaidio (IronYun) to Sentinel
Unified Neural Architecture vs. Fragmented Analytics Modules
Sentinel is engineered around a unified foundation vision model. Object detection, attribute extraction, multi-camera re-identification, and trajectory analysis execute simultaneously in a single forward pass, dramatically reducing latency and GPU load.
Vaidio packages 30+ separate point solutions (e.g. LPR, intrusion detection, smoke detection, facial recognition). Chaining multiple analytics per camera multiplies licensing fees and multiplies GPU resource consumption.
Predictable TCO vs. Modular Licensing Gating
All core intelligence capabilities — real-time tracking, cross-camera trajectory mapping, forensic search, and threat alerts — are included standard. You never have to pay extra when you want to track a suspect across cameras.
Vaidio’s modular pricing often leads to surprise budget expansions. Turning on additional capabilities or expanding from intrusion to appearance search requires purchasing new license packs for each camera channel.
Tactical Edge & Sovereign Air-Gap Readiness
Designed for defence, border security, ports, and critical infrastructure, Sentinel runs fully air-gapped on ruggedized edge boxes or sovereign datacenter clusters without internet handshakes or external license telemetry.
While Vaidio supports on-premise installations, its multi-tiered architecture and licensing management systems add operational friction in zero-trust, classified, or remote forward-deployed nodes.
Frequently Asked Questions: Sentinel vs Vaidio (IronYun)
Can Sentinel replace our Vaidio installation on existing servers?
Yes. If you currently run Vaidio on NVIDIA GPU-equipped servers (such as Dell PowerEdge, HPE ProLiant, or Supermicro), Sentinel can deploy on that exact hardware via Docker or Kubernetes in under 48 hours.
Do we need to buy separate licenses for multi-camera tracking vs loitering?
No. Sentinel includes full multi-camera persistent re-identification, perimeter intrusion detection, anomalous path tracking, and forensic search in a single straightforward per-camera or per-node license.
Can Sentinel integrate into our existing VMS alongside Milestone or Genetec?
Yes. Sentinel operates alongside Milestone XProtect, Genetec Security Center, or any ONVIF/RTSP VMS, forwarding real-time metadata, bookmarks, and automated PTZ triggers directly into your SOC consoles.
How does Sentinel achieve higher stream density per GPU than Vaidio?
Instead of stacking multiple independent neural networks for detection, tracking, and attributes, Sentinel uses a consolidated backbone optimized with TensorRT FP16/INT8 precision, handling 2–3x more concurrent 1080p/4K feeds on identical GPU hardware.
Ready to evaluate Sentinel on your camera streams?
Deploy Sentinel on a 30-day sovereign on-premise pilot. Connect up to 50 existing RTSP feeds with zero hardware lock-in.