Computer Vision Solutions
Production-grade vision systems — engineered for real-world lighting, edge cases, and the ROI math your CFO will actually approve. Book a Vision Pilot →
Partnering with Leading Brands Across the Globe
Trusted by leading brands worldwide, we deliver scalable digital solutions that drive innovation, performance, and measurable business impact.
Anyone Can Ship a Model. We Ship a System.
Most computer vision vendors ship you a model that works in the lab. We ship you a CV system that works on the factory floor — with the dust, the motion, the lighting changes, the lens smudges, and the operator who didn't read the manual. The model is 15% of the engineering effort. The pipeline, deployment, and retraining loop is the other 85%. 60+CV Systems Deployed 10–16 wksPilot → Production 98.7%Average Model Accuracy $80K+Starting Investment
What We Engineer
🔍 Object Detection YOLO, DETR, custom architectures
tuned for your domain, your lighting, your hardware.
🏭 Quality Inspection Defect detection at line speed
engineered for <50ms inference on edge devices.
📄 Document AI OCR + structure understanding
invoices, contracts, claims, regulatory forms.
How We Deliver
Data & Scope
Data audit, labeling pipeline, success criteria, hardware footprint locked.
Model Build
Architecture selection, training, evaluation against edge-case test set.
Edge / Cloud Deploy
Inference optimization, deployment to NVIDIA Jetson, AWS, on-prem GPU.
Production Handoff
MLOps pipeline live, drift monitoring, retraining cadence, ops runbook.
Have a vision use case? Get a 30-minute feasibility review with QSS's CV lead.
Book a Vision PilotEngagement Options
| Tier | Duration | Investment | Best For |
|---|---|---|---|
| CV Feasibility Pilot | 6–8 weeks | $40K–$80K | Validating a CV use case before full build |
| Production CV Build | 12–16 weeks | $80K–$220K | Single use case from data pipeline to production |
| Enterprise CV Platform | 16–24 weeks | $220K–$500K | Multi-camera, multi-site, multi-use-case platform |
Industry Applications
Industry
What QSS Engineers
Healthcare
Radiology image classification, DICOM-grade inference pipelines, pathology slide analysis, FDA SaMD-aware validation
Manufacturing & Industrial
Defect detection on production lines, predictive quality control, safety/PPE monitoring, edge-AI for the factory floor
Retail & E-Commerce
Shelf monitoring, inventory recognition, product search by image, automated checkout assistance
Client Outcome
AIRS Cuts Medical Image Transfer Times by 50% Across Multi-Modality Network
Why QSS for Computer Vision
Production CV engineering, not lab work
every engagement deploys to real-world conditions with retraining loops engineered in
Healthcare imaging depth
40+ HIPAA-compliant deployments, DICOM-grade pipelines, FDA SaMD-aware validation
Edge + cloud architecture experience
NVIDIA Jetson, AWS Panorama, Azure IoT Edge, Google Edge TPU
250+ engineers
including senior CV/ML engineers, MLOps specialists, and domain experts in healthcare and manufacturing
ISO 27001, CMMI Level 3, AWS Advanced Tier
for regulated industries that need governance from Sprint 1
Frequently Asked Questions
That's the whole engagement. We collect edge-case data from your environment in week 1 — bad lighting, occlusions, sensor variation — and the eval set is built from production conditions before training starts.
Not always. We optimize for the cheapest hardware that meets your latency budget — NVIDIA Jetson, Intel Movidius, AWS Inferentia, or commodity CPUs with quantized models.
Drift monitoring on day 1. Production inference compared against a holdout eval set continuously. Retraining triggered on accuracy drop, not on a fixed schedule.
Yes. QSS integrates with DICOM PACS, RTSP video streams, IP cameras, line-scan industrial cameras, and proprietary SDKs. No rip-and-replace required. From Vision Demo to Vision in Production Book a 30-minute feasibility review with QSS's computer vision engineers. Book a Vision Pilot →
Ready to Put Computer Vision Into Production?
Tell us your use case — object detection, quality inspection, or OCR — and we'll engineer a vision system built for real-world conditions.
Book a free consultation