Manufacturing Software Development
Run Smarter Production Lines with AI
We connect your factory floor (OT) to your cloud ERP (IT) for real-time visibility and predictive control.
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4.9/5
26 client verified reviews
We bring together developers and professionals who know manufacturing
Building manufacturing software requires more than knowing Python, React, AWS, or AI. Our team includes professionals with direct experience across production scheduling, quality inspection, predictive maintenance, and shop floor integration.
Our forward deployed engineers build production AI every day for our clients and use our primitives to accelerate time to market. That's the difference between a team that's used AI and one that ships it.
Juan Pablo Lorandi
CTO, Azumo · 25+ years of software architecture experience.
Certified Claude Architect
What domain experience changes in development
Manufacturing domain expertise reduces the translation gap between your plant and quality teams and the engineers building the software. We understand the production rules, maintenance signals, and PLC data the application has to support.
Understand how work orders, scheduling, and quality checks move across the shop floor.
Translate OEE calculations, downtime rules, and predictive maintenance models into shop-floor software.
Build batch genealogy, quality holds, and ISA-95 layer separation into the system.
Connect PLC and SCADA signals to MES, ERP, and WMS systems via OPC UA.
Drive Industry 4.0 with AI-powered manufacturing software. We build predictive maintenance, intelligent quality control, and AI-optimized production systems.
Manufacturing Software Development
Automate Production, Streamline Inventory Management, Gain Operational Efficiency with Azumo's Nearshore Software Developers.
We Build Using Market Standards
OPC UA, Modbus TCP, MTConnect, ISA-95, SCADA / PLC Integration
Manufacturing Execution Systems
Production scheduling, work order management, and quality control workflows on the shop floor.
Digital Twin Development
Physics-based simulations and real-time synchronization with physical assets using IoT sensor data.
Predictive Maintenance Platforms
Condition monitoring, anomaly detection, and failure prediction using sensor data and ML models.
Machine Vision Quality Inspection
Defect detection using CNN models trained on product images for automated QA.
OPC-UA Gateway Development
Protocol translation between PLCs/SCADA and enterprise systems (MES/ERP).
Production Analytics Dashboards
OEE tracking, downtime analysis, and throughput optimization with real-time data visualization.
Warehouse Automation Systems
AGV fleet management, picking robot coordination, and inventory tracking with computer vision.
Supply Chain Integration
EDI, API, and database integrations connecting MES with ERP, WMS, and supplier systems.
Energy Monitoring Systems
Real-time power consumption tracking per production line with cost allocation and efficiency analysis.
We deploy Edge AI models directly onto assembly line cameras. These computer vision systems detect micro-defects (scratches, misalignments) at 500 units per minute.
Predictive Maintenance
Machine learning that forecasts equipment failures enabling proactive maintenance scheduling.
Visual Inspection
Computer vision that detects defects and quality issues at production speeds.
Production Optimization
AI that optimizes schedules parameters and resource allocation maximizing output.
Process Control
Systems that continuously tune manufacturing parameters for optimal quality and efficiency.
Energy Management
AI that optimizes energy consumption reducing manufacturing costs and carbon footprint.
Root Cause Analysis
Machine learning that identifies sources of defects and production issues quickly.
We can also build intelligent workflows with AI Agents
We follow a structured, manufacturing-first AI development process that prioritizes quality control, operational uptime, and safety standards
Manufacturing AI Discovery
We understand production processes equipment maintenance and quality standards. We design AI that improves yield and reduces downtime.
Production Data Integration
We integrate sensor data MES SCADA and quality systems into comprehensive AI platforms for manufacturing intelligence.
AI Model Development
Our engineers develop manufacturing AI including computer vision predictive maintenance and optimization algorithms.
Production Floor Testing
We pilot AI on production lines measuring defect detection accuracy equipment prediction and yield improvement.
System Integration
We integrate AI with MES SCADA and quality systems ensuring real-time manufacturing intelligence and control.
Continuous Optimization
Post-deployment we monitor quality metrics equipment health and production efficiency refining AI for ongoing improvement.
Leaders prefer us for AI development
We hire engineers who understand the protocols and compliance requirements that govern your business.
Their team consistently brings thoughtfulness, professionalism, and ownership, making them a valued extension of our internal team.
.avif)
Behind every huge business win is a technology win. So it is worth pointing out the team we've been using to achieve low-latency and real-time GenAI on our 24/7 platform. It all came together with a fantastic set of developers from Azumo.
.avif)
We’ve been working with Azumo since our founding. Their team has been great to work with. We built out a massive AI based data platform with their help. They can handle just about anything.
The work was highly complicated and required a lot of planning, engineering, and customization. Their development knowledge is impressive.
They know a lot about the products they build on and were very responsive. Their project manager broke down barriers and explained all the intricacies of the custom software development effort in a way that was easy to understand.
We hire engineers who understand the protocols and compliance requirements that govern your business.
We invest in our AI native nearshore software engineers and it shows.
Top AI Development Company
Top Software Developers
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Hot Vendor for AI
Manufacturing Software Development for AI That Performs on the Shop Floor
Predictive maintenance, quality inspection, and production optimization demand AI that integrates with your MES and respects the realities of plant operations.