Manufacturing Software That Runs at Machine Speed
Industrial IoT, SCADA modernization, and 3D visualization — built by developers who understand factory floors and production data.
Discuss Your Manufacturing ProjectWhy Manufacturing Needs Custom Software
Factory floors run on a mix of PLCs, SCADA systems, and proprietary protocols that off-the-shelf software can't integrate. Legacy systems from the 1990s still control production lines, but they can't feed data to modern analytics or connect to the cloud. Custom software bridges these worlds — without disrupting the production that keeps your business running.
Real-Time Data
Sub-second telemetry from sensors, PLCs, and production lines — streamed to dashboards and analytics.
Legacy Integration
OPC UA and Modbus bridges connect 20-year-old PLCs to modern cloud platforms without rip-and-replace.
Zero Downtime
Strangler fig migration pattern — new systems run alongside legacy, validated against production data before switchover.
Manufacturing Software Capabilities
From the factory floor to the executive dashboard — software that connects every layer of your manufacturing operation.
Industrial IoT Platforms
Sensor data ingestion, edge processing, and cloud analytics for real-time operational intelligence.
SCADA & MES Modernization
Zero-downtime migration from legacy PLCs and SCADA to modern, connected factory systems.
3D Visualization & Digital Twins
WebGL-powered 3D rendering of factory floors, equipment, and spatial production data.
Production Analytics
Real-time OEE, cycle time, quality metrics, and predictive maintenance dashboards.
What We Build for Manufacturing
Factory Floor Software
OPC UA / MQTT data collection from PLCs and sensors
Real-time OEE and cycle time monitoring
Quality inspection and defect tracking systems
Predictive maintenance using sensor trend analysis
Work order management and production scheduling
Platform & Analytics
Industrial IoT cloud platforms (AWS IoT, Azure IoT Hub)
Time-series databases (TimescaleDB, InfluxDB) for sensor data
WebGL 3D visualization of factory layouts and equipment
Executive dashboards with drill-down from plant to machine level
SCADA-to-cloud data pipeline modernization
Manufacturing Project Highlights
SEG-Y 3D Seismic Visualization
WebGL-based 3D viewer rendering multi-gigabyte seismic datasets in the browser with GPU-accelerated processing.
DepthSync: Collaborative Seismic Platform
Real-time collaborative platform for geoscience teams to annotate, share, and analyze seismic data.
Manufacturing Development Resources
Technical guides on industrial IoT architecture, protocol selection, legacy modernization, and production analytics.
Industrial IoT Architecture for Manufacturing
OPC UA vs MQTT: Factory Floor Data Protocols
Legacy System Modernization: Zero-Downtime Guide
Custom Manufacturing Software vs Off-the-Shelf
Real-Time Production Monitoring Software
3D Visualization for Manufacturing (WebGL)
Industrial IoT: Practical Implementation Guide
3D Seismic Data Visualization Transforms Exploration
Manufacturing Software Development FAQ
How do you modernize legacy SCADA and PLC systems without production downtime?
We use the strangler fig pattern: new software runs alongside legacy systems, gradually taking over functionality. OPC UA bridges translate between modern protocols and legacy PLCs. We phase rollouts by production line or shift, validate data accuracy against legacy outputs, and maintain rollback capability at every step. Most modernizations complete with zero unplanned downtime.
What industrial communication protocols do you support?
We work with OPC UA (the industry standard for factory-to-cloud), MQTT for lightweight IoT telemetry, Modbus TCP/RTU for legacy PLC communication, EtherNet/IP for Allen-Bradley systems, and PROFINET for Siemens environments. We also build protocol translation layers that unify data from mixed-vendor factory floors into a single data pipeline.
Can you build real-time production monitoring dashboards?
Yes. We build real-time dashboards that ingest data from PLCs, sensors, and MES systems via OPC UA or MQTT, process it through streaming pipelines (Kafka/TimescaleDB), and display OEE, cycle times, quality metrics, and alert conditions on web-based dashboards accessible from the factory floor or executive offices. Sub-second latency for critical metrics.
What is the ROI of custom manufacturing software vs. off-the-shelf MES?
Off-the-shelf MES platforms (Siemens Opcenter, Rockwell Plex) charge $100K-500K+ in licensing plus per-seat fees. Custom MES built for your specific workflows typically costs $150K-400K one-time and eliminates recurring licensing. The break-even is usually 2-3 years, with the added benefit of exact-fit functionality instead of configuring around vendor limitations.
Do you have experience with 3D visualization for manufacturing data?
Yes. We built a WebGL-based 3D seismic data visualization platform (SEG-Y format) that handles multi-gigabyte datasets in the browser. We apply the same techniques — Three.js/WebGL rendering, GPU-accelerated data processing, level-of-detail optimization — to manufacturing use cases like factory digital twins, equipment 3D models, and spatial production analytics.
Built for the Factory Floor
We've built 3D visualization systems that handle multi-gigabyte datasets, real-time collaborative platforms for geoscience teams, and data pipelines processing millions of sensor readings. We bring that same rigor to every manufacturing software project.
Download: Manufacturing Legacy Modernization Checklist
Zero-downtime migration playbook for SCADA, MES & ERP systems. Includes system assessment, risk matrix, ROI calculator, and phased cutover plan.
Ready to Ignite Your Digital Transformation?
Let's collaborate to create innovative software solutions that propel your business forward in the digital age.