Turn cameras and visual data into automated decisions
We design, build, and deploy production computer vision systems — object detection, quality control, surveillance, and anomaly detection — for businesses that need it running in production, not a research demo.
15+
AI Systems Deployed
5+
Industries Served
100%
Implementation Focus
Live feed or uploaded images from your existing setup
No need to replace your cameras or infrastructure.
The Problem
Manual visual review doesn't scale
If your team is still watching footage or inspecting product by eye, you are paying for attention that runs out. That creates missed defects, missed incidents, and decisions made after the fact instead of in real time.
Inconsistent manual inspection
People get tired, miss defects, and apply different standards from shift to shift. Quality depends on who is looking.
Missed incidents in footage
No one can watch every camera, every hour. Incidents get discovered after the fact — if they get discovered at all.
Off-the-shelf tools don't fit
Generic vision APIs are built for generic problems, not your exact defects, environment, camera angles, or edge cases.
No in-house ML team
Building and maintaining a production computer vision system takes specialized expertise most teams don’t have internally.
The Solution
A vision system built around your cameras and your data
Instead of relying on human attention, a custom-trained model watches continuously, flags exactly what matters to you, and turns raw footage into structured data your team can act on.
Before
After
Proven In Production
Already deployed across security, retail, and conservation
These are real, deployed systems — not concepts. The same approach applies to manufacturing quality control, defect detection, and other visual inspection needs.
Security & facilities
Real-time video monitoring that detects anomalies, unauthorized access, and suspicious behavior in restricted areas.
Deployed for a security operations team monitoring restricted-area access. See the full case study.
View case studyRetail & operations
Visitor behavior analysis and foot-traffic tracking using the camera infrastructure you already have in-store.
Deployed for a retail operation optimizing store layout from movement data. See the full case study.
View case studyEnvironmental & conservation
Species classification, population tracking, and threat detection from field camera feeds in natural habitats.
Deployed for a wildlife reserve monitoring animal activity and poaching risk. See the full case study.
View case studyBenefits
Fewer misses, faster response, less manual review
Catch what manual review misses
Consistent, 24/7 detection at a level human review can’t sustain across every camera and every shift.
Move from reactive to real-time
Get alerted the moment something happens instead of discovering it hours later while reviewing footage.
Built around your setup
Trained on your cameras, your environment, and your definition of normal versus abnormal — not a generic model.
Why Teams Trust Us With This
We build, not just advise
You get a working system, not a slide deck — with support after deployment and no lock-in contracts.
Built and deployed, not just prototyped
Every engagement produces a system you can run in production, with full documentation.
Support after deployment
We don’t disappear after launch. Every system includes a support window to keep it performing.
Flexible engagement, no lock-in
Start with a technical assessment, then scale to full deployment. No hidden fees, no forced contracts.
How It Works
From footage to a deployed vision system
We assess your setup
We review your cameras, images, or video, and exactly what you need detected or classified.
We build and train the model
We train and integrate a custom computer vision model around your exact environment and edge cases.
We deploy and support it
We ship into production with monitoring, then keep it performing as your conditions change.
Free Computer Vision Assessment
Tell us what you need to detect
Fill out the form and we'll review your setup, scale, and biggest pain point. If it's a fit, we'll map out the system and send the next best step.
This is a good fit if you want to:
- Replace manual visual inspection with automated detection
- Get real-time alerts instead of reviewing footage after the fact
- Deploy a custom model trained on your own cameras and data
Ready to put your cameras to work?
If your team is still watching footage or inspecting product by hand, the fastest win is a custom vision system that does the watching, detecting, and alerting for you.