MES & Industrial IoT
MES software frameworks built for real-time production.
We build manufacturing execution systems (MES), OEE analysis dashboards, IoT data pipelines, and shift schedulers designed to optimize production runs.
Expertise
Domain fluency and robust infrastructure development.
We design and deploy tailored code structures backed by secure, scalable database integrations.
PLC & IoT Integrations
Connect factory machines and PLC controllers using standard protocols like Modbus and OPC UA.
Live OEE Analytics
Track availability, performance, and quality indicators continuously in factory consoles.
Predictive Maintenance
ML algorithms that analyze vibration, temperature, and cycle counts to flag parts before they fail.
Digital Quality Logs
Ditch paper logs with digital inspection sheets, photo uploads, and defect alerts.
Our Solutions
Product components built around industry roles.
Review modules we customize, code, and deploy to streamline operational loops.
MES & Production
- Interactive active shift scheduling boards
- Production order queues and material bills
- Real-time machine state monitoring views
- Downtime log trackers and cause categorizers
- Defect rate calculators and quality stats
IoT Data Pipelines
- OPC UA device bridges and sensors tags
- MQTT message queues for edge analytics
- Machine vibration and temperature dashboards
- Automated safety limit alerts alerts
- Historical OEE report export utilities
Supply & Inventory
- Raw materials stock checkers and alerts
- Finished goods barcode label layouts
- Supplier tracking logs and performance sheets
- Warehouse routing path optimization lists
- Equipment maintenance schedule calendars
AI-Assisted Capabilities
Intelligent analytics and automated decision rules.
Deploy AI features engineered to optimize workflows while prioritizing data governance.
Anomaly Defect Detection
Computer vision models that scan product surfaces on conveyor belts to flag defects.
Built-in human review fallback validation loopsDowntime Cost Analysis
Dashboards that calculate financial loss from machine pauses in real time.
Built-in human review fallback validation loopsAutomated Work Orders
Instant maintenance ticket triggers when sensors report machine alerts.
Built-in human review fallback validation loopsOPC UA Data Ingestion
Sensors configuration files that map machine signals to database columns.
Built-in human review fallback validation loops
Regulatory Standards & Security Ready
We construct MES systems utilizing secure MQTT endpoints, OPC UA templates, and ISO 27001 data controls.
Delivery Model
Our systematic software development process.
A transparent progress timeline featuring check sweeps at every stage.
- 1
Machine Signals Audit
We review PLC outputs, sensor signals, and network structures.
- 2
Edge Ingestion Design
Configuring local edge adapters to translate industrial signals into web payloads.
- 3
MES Dashboard Coding
Building real-time consoles and shift scheduler grids.
- 4
Industrial Signal Tests
Testing data latency under simulated device signal loads.
- 5
Deploy & Floor Training
Launching dashboards, sync tests, and technician training.
FAQ
Infrastructure and integration queries answered.
Learn more about data hosting, systems synchronization, and support options.
- We support industry standards including OPC UA, Modbus TCP/RTU, MQTT, and direct API hooks to legacy database systems.