Dataworks
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Manufacturing

Deploy industrial IoT dashboards, quality inspection vision models, and production scheduling portals.

Industry Overview

We modernize manufacturing workflows by engineering custom industrial software. From IoT telemetry dashboards to computer vision defect inspection, we help factory teams optimize output and minimize operational downtime.

MQTT Node-RED YOLOv8 OpenCV Python React.js InfluxDB (Time Series) PostgreSQL
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IoT Machine Telemetry Dashboards

Collect and display temperature, vibration, and cycles metrics from factory machines using MQTT streams.

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Computer Vision Defect Detection

Deploy edge-AI models to scan product photos on the assembly line, flagging defect markers in milliseconds.

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Production Scheduling (MRP)

Calculate material requirements, labor shifts, and machine allocations based on active work orders.

Software Products We Deliver

Custom-engineered platforms, products, and integrations we build for the Manufacturing sector

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Industrial IoT Telemetry Panels

MQTT data stream graphs showing temperature, vibration, load speeds, and predictive error metrics.

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Computer Vision Defect Scanners

High-speed camera feeds parsing defect indicators using edge-AI models on active lines.

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MRP Production Scheduling Portals

Material logs, production timelines, factory floor capacities, and shift assignments.

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Enterprise Asset Trackers

Service histories logs, parts inventories, and automated scheduled maintenance warnings.

Business Value

What you achieve by implementing this solution with Dataworks

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Minimized Machine Downtime

Identify potential machine failures early using predictive telemetry trend alerts.

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Perfect Quality Standardization

Automate physical inspections to catch surface scratches, misalignments, or missing components.

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Optimized Raw Material Procurement

Align purchase orders with actual production schedules to keep raw stock holding costs minimal.