See what humans miss, act on what matters
We build production-ready computer vision systems that analyze images and video in real-time — detecting objects, recognizing patterns, and extracting insights that drive smarter decisions at scale.
- Precision
- 99%+ detection accuracy
- Speed
- Real-time processing
- Scale
- Millions of frames daily
What we build
Visual intelligence for every challenge
From detecting defects on production lines to analyzing customer behavior in retail spaces, our computer vision solutions turn visual data into competitive advantage.
Object detection
Identify, locate, and track objects in images and video streams with industry-leading accuracy using custom-trained deep learning models.
Image classification
Automatically categorize images into predefined classes — from product types to quality grades — with custom taxonomies built for your domain.
Video analytics
Process live video feeds to track movement, detect events, count objects, and trigger real-time alerts based on configurable rules.
OCR & document processing
Extract text from documents, forms, invoices, and handwritten notes with intelligent parsing that understands structure and context.
Defect detection
Automatically identify surface defects, anomalies, and quality issues in manufacturing with pixel-level precision and zero fatigue.
Face & pose analysis
Detect faces, analyze expressions, estimate poses, and understand human behavior while maintaining privacy compliance.
Use cases
Where vision AI creates the most impact
Computer vision excels where visual inspection is critical, repetitive, or beyond human capability — enabling 24/7 monitoring and instant decision-making.
ROI from visual automation
Our clients typically see 40-80% reduction in manual inspection costs while improving detection rates by 3-5x.
Manufacturing QA
Detect product defects at line speed with consistent accuracy — catching issues human inspectors would miss.
Retail analytics
Understand customer behavior, optimize store layouts, and prevent theft with privacy-preserving video intelligence.
Medical imaging
Assist radiologists with AI-powered analysis of X-rays, MRIs, and CT scans to improve diagnostic accuracy.
Safety & compliance
Monitor PPE usage, detect hazardous situations, and ensure regulatory compliance across facilities in real-time.
How we work
From pixels to production
We follow a proven methodology that balances rapid prototyping with production-grade engineering — delivering working vision systems that scale.
Discover
Analyze your visual data, define success metrics, and identify the right approach for your specific challenge.
Train
Curate training data, annotate samples, and train custom models optimized for your specific visual domain.
Deploy
Build production pipelines — edge or cloud — with real-time inference, monitoring, and integration with your systems.
Improve
Monitor performance, collect edge cases, and continuously retrain models to improve accuracy over time.
Enterprise-ready
Built for performance, not just accuracy
Our vision systems are engineered for real-world constraints — processing speed, hardware limitations, and the reliability that production environments demand.
Powered by state-of-the-art models
We select and fine-tune the optimal architecture for your use case — balancing accuracy, speed, and deployment constraints.
FAQ
Common questions
Everything you need to know about implementing computer vision in your organization.
It varies by use case. Simple classification tasks can start with 100-500 images per class. Complex detection tasks typically need 1,000-5,000 annotated examples. We help assess your data, identify gaps, and build efficient annotation workflows to get you production-ready faster.
Both options work. Edge deployment offers lower latency and works offline — ideal for manufacturing or field applications. Cloud is better for centralized processing of feeds from multiple locations. We often implement hybrid architectures where edge handles real-time inference and cloud handles model updates and analytics.
Requirements depend on your use case. Many applications work with standard IP cameras or existing CCTV systems. Manufacturing inspection might need specialized industrial cameras. We evaluate your environment and recommend cost-effective hardware that meets accuracy and speed requirements.
Privacy is paramount. We implement privacy-by-design — using anonymization, on-device processing, and data minimization. Many use cases work with pose or behavior analysis without identifying individuals. We ensure GDPR, CCPA, and industry-specific compliance from day one.
With sufficient training data and proper problem scoping, most production systems achieve 95-99% accuracy. We define clear metrics upfront, run rigorous testing, and implement feedback loops to continuously improve. We're transparent about limitations and help you design workflows that handle edge cases gracefully.