Vision-Based Manufacturing Data
You Can Actually See
Vision MES transforms ordinary factory cameras into powerful production monitoring tools — delivering video-backed OEE gains, workforce insights, and root-cause clarity within days.

Cameras Capture

AI Detects

Dashboard Shows

Proven Impact. Real Results.

Boost OEE Instantly
Uncover hidden micro-stoppages and inefficiencies — customers typically see 10–15% OEE gains in the first weeks.

Gain Video-Proof Clarity
Every downtime event, scrap count, or operator action is backed by video proof — giving teams undisputable data for root-cause analysis.

Fast Setup, Rapid Insights
Installation is completed on Day 1, data collection starts immediately, and by Day 2 you’re already seeing your first actionable insights.

What Vision MES Can Track for You
Machine State Monitoring
AI reads the machine’s tower lights to detect every RUN, IDLE, and FAULT event automatically. Every state change is logged and linked to video proof, creating a precise history for OEE tracking and root-cause analysis.
An overhead camera monitors the scrap bin, counting every discarded part without operator input. The system trends scrap rates in real time and flags sudden spikes for instant investigation.
Vision MES isolates every operator-driven step between machine cycles. It measures swap times, highlights delays, and flags deviations from target takt time — providing clear insight into performance shifts.
Vision MES detects when raw material bins run low or empty and instantly notifies the forklift team. It also measures how long it takes for refills to arrive — creating a clear KPI for internal logistics.
The system tracks how and when operators arrive, leave, and intervene at each station. It builds a second-by-second presence log to reveal staffing balance, response times, and under/overstaffed zones.
From the first pallet to the last, Vision MES tracks how long each truck takes to load. Delays, bottlenecks, and idle periods are documented with video evidence for dispatch and warehouse teams.
Operator Cycle Time
Workforce Analysis
Scrap Counting
Raw Material Alerts
Truck Loading Duration
Vision MES refers to every type of data it generates as a Control Point.
To explore more Control Point in depth, click the button below.

Real Stories from the Shop Floor
With Vision MES, we were able to spot micro-stoppages on our CNC lines that we hadn’t noticed before. Fixing those small issues has already saved us around $200K per machine — and gave our team much clearer visibility into daily operations. We are now rolling this solution out across our entire factory.
Caleb Mandile
SUS Manufacturing
We faced challenges with PLC connectivity, and other systems were overly complex.
Khenda enabled seamless data collection via our cameras, capturing machine data and downtimes, while delivering full production visibility through video records for clearer insights.
İlke Ercel
O-mega Otomotiv
Why Vision MES?

10-15% OEE Gain in Weeks
Real improvements visible from day one.
No PLC or sensor dependency
Works with your existing cameras, no costly PLC or sensor integrations.
Video-Backed Root Cause Clarity
Every data is linked to timestamped video.
Affordable, scalable SaaS
Start small, expand as you grow.
On-Prem system, no security risks
All video is processed and stored locally in your factory, giving you full control of your data.
ERP Integration
Connect Vision MES insights directly into your workflows.