Enterprise Computer Vision - SOC 2 Security

Deploy high-accuracy visual inspection, object detection, and spatial tracking without prohibitive GPU latency. Aurevon engineers custom YOLOv8, ResNet, and Vision Transformer models optimized for real-time edge and cloud inference on AWS on fixed USD milestone contracts.

Production Architecture

Manufacturing automation leaders, autonomous logistics operators, medtech imaging scale-ups, and security platforms requiring sub-30ms visual detection.

Who Is It For

Manufacturing automation leaders, autonomous logistics operators, medtech imaging scale-ups, and security platforms requiring sub-30ms visual detection.

Typical US Use Case

A Denver industrial manufacturer needed automated defect detection for micro-machined parts moving at 1.8 meters/second. We trained and deployed a quantized YOLOv8 model running on edge hardware, detecting sub-millimeter defects with 99.6% accuracy at 45fps.

Enterprise Security

Engineered for high-concurrency US traffic surges, low-latency nationwide delivery, and resilient cloud uptime.

Compliance & Tech Considerations

Engineered with PyTorch and TensorRT, deployed on AWS Inferentia (inf2) instances in us-east-1 and on-premise NVIDIA edge nodes. SOC 2 Type II and CCPA compliant data anonymization pipelines with automated facial and license plate blurring.

Production Scale & Quantified Outcomes

Defensive data security protocols coupled with verified business results.

Verified Production Outcomes

Achieved 99.6% visual defect detection precision, cut manual inspection labor costs by $340,000 annually, and maintained sub-22ms frame inference latency.

Verified Engineering Standards

Every milestone is governed by a fixed USD Statement of Work, unencumbered intellectual property assignment under US law, automated CI/CD suites, and weekly Friday staging deployments.

AWS US Multi-Region (us-east-1 & us-west-2) & SOC 2 Type II

Every platform is deployed with verified domestic US cloud hosting, automated CI/CD coverage, and strict compliance with SOC 2, HIPAA, and CCPA standards.

100% US Commercial IP Assignment & Fixed USD Milestone Quotes

Full Git repository ownership and commercial copyright transferred under US law with milestone disbursements in USD ($) via ACH or wire and zero retainers.

Frequently Asked Questions (United States)

Direct answers to questions US founders and engineering directors ask us before getting started.

What computer vision model architectures do you specialize in deploying?+

We engineer and fine-tune YOLOv8/YOLOv9 for real-time object detection, Segment Anything (SAM) for granular segmentation, and Vision Transformers (ViT) for high-accuracy defect classification.

Can your models run on local edge hardware without a continuous cloud connection?+

Yes. We optimize models using TensorRT and ONNX runtime to execute locally on NVIDIA Jetson, Intel OpenVINO, or industrial IPCs, storing telemetry locally and syncing asynchronously.

How do you handle dataset privacy and consumer facial blurring under state privacy laws?+

We build automated real-time blurring pipelines that detect and obscure human faces and license plates prior to storing video feeds, ensuring compliance with Illinois BIPA and California CPRA.

How do your AI systems architects coordinate with US engineering teams?+

Our engineers operate in full synchronous alignment with your business hours across ET, CT, MT, and PT, providing direct Slack collaboration, live model evaluations, and weekly sprint demos.

Who owns the custom trained model weights, annotation datasets, and inference code?+

You own 100% of all trained neural network weights, custom annotation pipelines, preprocessing code, and deployment scripts under our US Master Services Agreement.

What payment rails and contracting agreements do you support for US enterprises?+

We execute transparent commercial MSAs in USD, provide W-9 tax documentation, and support domestic ACH bank transfers, Fedwire, and Net-30 enterprise invoicing.

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