Detection & monitoring
Systems that flag the events you care about - presence, movement, objects, or conditions - from live or recorded feeds.
SERVICE · COMPUTER VISION & AI SURVEILLANCEAll services
Computer vision for monitoring, inspection, and safety.
Cameras already watch your sites - they just can't tell you what they see. We build computer vision systems that detect, monitor, and inspect from existing feeds, with people reviewing what matters so the system stays safe and accountable.
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HUMAN REVIEWAlways
YOUR CAMERASExisting feeds
DEPLOYMENTEdge 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, with uncertain cases escalated to a person.
Safety & incident workflows
Detections wired into alerts and workflows, so the right person is notified and a record is kept.
Edge & on-site options
Where footage can't leave the building, we explore edge deployment so processing stays on your premises.
WHO IT'S FOR
Built for UAE teams.
Industrial sitesManufacturingSecurity & facilitiesLogisticsSafety teams
INDUSTRIES WE BUILD FOR
Practical systems, across UAE sectors.
Government & public sector
Permit and licence approval workflows with automated document validation and audit trails.
What we build for this sectorConstruction & real estate
Site-inspection apps using computer vision to flag safety and defect issues.
What we build for this sectorLogistics & operations
Fleet dispatch dashboards with real-time delivery tracking and route reassignment.
What we build for this sectorProfessional services
Contract intake portals that extract key clauses and route drafts for human review.
What we build for this sectorHealthcare & admin
Patient intake and insurance-claim processing with human-in-the-loop verification.
Education
Enrolment and attendance systems with automated notifications and reporting.
What we build for this sectorFinance & banking
KYC onboarding that automates document checks and AML screening with reviewer sign-off.
Retail & field operations
Field apps for stock counts and shelf-photo compliance checks.
HOW WE WORK
A clear, honest process.
- Step 01
Understand the use case
We learn what you need to detect, the conditions involved, and what a correct versus a false result looks like.
- Step 02
Assess feasibility
We test what's realistically detectable with your cameras and conditions before committing to a build - no overpromising.
- Step 03
Build with review
We build the detection and wire it into alerts and workflows, with human review where a wrong call is costly.
- Step 04
Deploy & tune
We deploy, tune against real conditions to reduce false alarms, and support it as the environment changes.
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
RELATED WORK
Where we have built this.
BeBTR
On-device computer vision that turns any camera into a real-time form coach - pose estimation detects unsafe movement and corrects posture, running entirely in the browser.
Read the case studyEcoLens AI
An edge-computing framework for verified circular economy - on-device waste classification, tamper-proof audit logs, and compliance-ready impact exports.
Read the case study
WHY KANBAN STUDIOS
Why teams trust us with it.
Founder-led delivery
The people who scope your project are the ones who build it - no account managers or offshore handoffs in between.
Human-reviewed work
AI moves the work faster, but nothing ships until an engineer has read, tested, and signed off on it.
Regulated-grade security
We build to the standards regulated industries expect: access controls, audit trails, and data handling that hold up to scrutiny.
You own it
At handover you get the full codebase, documentation, and credentials - no lock-in, no dependency on us to keep it running.
Support after launch
Launch is the start, not the exit. We stay on with monthly support to fix, patch, and improve as your business changes.
Clear, honest communication
We tell you what's realistic, what it costs, and where the risks are before you commit - not after.
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 - footage can stay on your premises.
We reply within ~2 working daysA fixed-scope quote before any build startsHonest scope, or we'll tell you it's not a fit
