We build the pipelines, not just the features
Most AI video analytics companies treat AI as a black box. We built the infrastructure that makes physical-world intelligence reliable, scalable, and affordable.
We Own the Full AI Pipeline
Most vendors plug in off-the-shelf models and hope for the best. We control every stage, from training data to deployment.
Synthetic Data
Proprietary generation, no expensive, brittle datasets
Model Training
Custom architectures optimized for real-world accuracy
Hardware Optimization
Auto-converts for NVIDIA, Intel, Hailo, Qualcomm, ARM
VMS Integration
Native plugins for Milestone, Genetec, Nx, DW Spectrum
Active Learning
Continuous improvement from real-world feedback
CVEDIA owns all 5 stages while typical vendors own 1-2 stages at most.
Built from first principles, not off-the-shelf models
We own the full AI pipeline, from synthetic data generation to optimized deployment on any hardware.
Synthetic Data Ownership
We don't rely on expensive, brittle real-world datasets. Our proprietary data generation enables faster iteration, better generalization, and dramatically lower costs.
Learn moreContinuous Improvement
One canonical model per capability. Improvements benefit all deployments. Performance increases over time, without breaking compatibility.
Learn moreHardware Efficiency
Our models run on servers, edge devices, cameras, and non-NVIDIA accelerators. Competitors often require orders of magnitude more expensive hardware.
Learn moreEvent-Level Reliability
Forget vanity metrics. We measure whether real-world events are actually detected in difficult conditions. Customers validate with their own footage.
Time to Value
'This shouldn't be this simple' is common demo feedback. From one-click deployment to pre-configured appliances, we remove friction at every step.
Earned Trust
We refuse to publish misleading benchmarks or oversell. Our customers validate performance with real data. Many switch from competitors due to trust failures elsewhere.
Deployment-Proven Performance
Real numbers from real deployments. Not lab results. Not synthetic benchmarks.
Intelligence for Every Environment
From perimeter intrusion to retail analytics. One platform, deployed your way.
Remote Monitoring
Reduce false alarms by 90%+ while catching real threats. Purpose-built for central stations, remote guarding, and large-scale surveillance operations.
Learn moreRetail & Operations
Transform cameras into business sensors. Count customers, analyze traffic patterns, optimize staffing, without expensive proprietary hardware.
Learn moreSmart Transportation
Vehicle classification, speed estimation, wrong-way detection, and ALPR. Designed for intersections, highways, and parking management.
Learn moreEnterprise & Industrial
Protect high-value assets with AI that works in challenging conditions. Validated across data centers, telecom towers, manufacturing, and utilities.
Learn moreIndustries We Serve
AI that works in the real world, across sectors and scales.
Trusted Where It Matters
CVEDIA has deep roots in defense, aerospace, and critical infrastructure. Our customers and partners include organizations where accuracy isn't a feature, it's a requirement.
Defense and aerospace heritage, validated in mission-critical environments
Customer validation over marketing claims. We prove it with your data
100% local processing available, no cloud dependency, no data leaving your premises
Ready to See the Difference?
Validate CVEDIA with your own footage. No sales pitch, just results you can measure.