Detection & monitoring
Systems that flag the events you care about, from live or recorded feeds.
Computer vision for monitoring, inspection, and safety.
We build computer vision systems that detect, monitor, and inspect from existing feeds.
- HUMAN REVIEW
- Always
- YOUR CAMERAS
- Existing feeds
- DEPLOYMENT
- Edge or on-site
PROBLEMS WE SOLVE
Sound familiar?
You have camera feeds, but someone still has to watch them to catch anything.
Manual visual inspection is slow, tiring, and inconsistent under pressure.
Incidents are only noticed after the fact, when the footage is reviewed.
You want detection and monitoring without sending sensitive footage to a black box.
WHAT WE BUILD
What we build for you.
Visual inspection
Automated visual checks for defects, compliance, or quality across a line or site.
Safety & incident workflows
Detections wired into alerts and workflows, so the right person is notified.
Edge & on-site options
We explore edge deployment so processing stays on your premises.
WHO IT'S FOR
Built for UAE teams.
- Industrial sites
- Manufacturing
- Security & facilities
- Logistics
- Safety teams
INDUSTRIES WE BUILD FOR
Practical systems, across UAE sectors.
Government & public sector
Construction & real estate
Logistics & operations
Professional services
Healthcare & admin
Education
Finance & banking
Retail & field operations
HOW WE WORK
A clear, honest process.
Understand the use case
We learn what you need to detect and the conditions involved.
Assess feasibility
We test what's realistically detectable with your cameras before committing to a build.
Build with review
We build the detection and wire it into alerts and workflows.
Deploy & tune
We deploy and tune against real conditions to reduce false alarms.
WHAT YOU GET
Deliverables.
- A computer vision system matched to your use case
- Detection, monitoring, or inspection from your camera feeds
- Alerts and workflows wired to the right people
- Human-review steps where accuracy is critical
- Tuning, documentation, and ongoing monthly support
WHY KANBAN STUDIOS
Why teams trust us with it.
Founder-led delivery
The people who scope your project build it.
Human-reviewed work
Nothing ships until an engineer has signed off on it.
Regulated-grade security
Access controls and audit trails that hold up to scrutiny.
You own it
The full codebase, documentation, and credentials - no lock-in.
Support after launch
Monthly support to fix, patch, and improve.
Clear, honest communication
What's realistic and what it costs, before you commit.
FAQ
Common questions.
What can computer vision actually detect?
Common cases include presence and movement, objects and vehicles, PPE and safety compliance, and visual defects or anomalies. What's realistic depends on your cameras, lighting, and angles - we assess feasibility honestly before building, rather than promising perfect accuracy.
How accurate is it?
No vision system is perfect, and we won't claim otherwise. We design for real conditions, tune to reduce false alarms, and keep a human in the loop where a wrong call is costly - so the system is useful and accountable, not blindly trusted.
Can the footage stay on our premises?
Where required, yes. For sensitive environments we explore edge and on-site deployment, so processing happens where the footage lives rather than being sent elsewhere.
Can it work with our existing cameras?
Usually. We work from the feeds you already have where the quality and placement allow, and tell you honestly where a camera needs repositioning or upgrading to get a reliable result.
START HERE
Let's scope your build.
Turn the camera feeds you already run into detection, inspection, and alerts a person actually reviews.
- We reply within ~2 working days
- A fixed-scope quote before any build starts
- Honest scope, or we'll tell you it's not a fit
