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Manufacturing Software Development Services

Production systems, predictive maintenance, and plant-floor data integration built for real manufacturing environments.

Overview

Manufacturing software has to work reliably in industrial environments and connect equipment, plant-floor data, and enterprise systems that were often never designed to talk to each other. XFactr's manufacturing software development services cover this full range, from IoT connectivity through predictive maintenance and ERP integration.

Connecting the Plant Floor to the Enterprise

Manufacturing operations generate enormous amounts of plant-floor data, equipment sensors, production line telemetry, quality inspection results, that often never reaches the systems that could actually use it. We build the connectivity and data pipelines that bring this data into a governed platform, then apply predictive maintenance and analytics on top of it.

This work connects closely with our edge to cloud AI, industrial communication systems, and ERP integrations practices.

What We Deliver

Industrial IoT Integration

Connecting plant-floor sensors and equipment to a governed data platform.

Predictive Maintenance Software

AI-driven equipment monitoring that flags developing issues before failure.

Manufacturing ERP Integration

Connecting production data with existing ERP and finance systems.

Production Analytics

Dashboards and reporting built on real, current plant-floor data.

Benefits

  • Plant-floor data actually reaching the systems and people who can use it.
  • Reduced unplanned downtime through predictive maintenance on critical equipment.
  • Production and financial systems staying in sync automatically.
  • Analytics built on current data, not a delayed manual export.

How We Work

1

Plant Systems Assessment

Mapping current equipment, sensors, and system connectivity.

2

Architecture Design

Designing the IoT, data, and integration architecture together.

3

Build & Integration

Implementing connectivity, pipelines, and predictive models.

4

Deployment & Monitoring

Rolling out to production with ongoing monitoring and support.

Industries We Serve

ManufacturingIndustrial OperationsEnergy & Utilities

Technology & Expertise

Industrial IoT GatewaysKafkaPythonPredictive Maintenance ModelsEdge AIERP Integration

Why XFactr.AI

This engineering approach is reflected in our energy automation work with Schneider Electric and our offshore equipment monitoring work with Kongsberg Digital. See more in our case studies.

Frequently Asked Questions

Can you integrate with our existing manufacturing equipment and sensors?

Yes, we typically work with existing industrial equipment and sensors rather than requiring a hardware replacement, connecting through industrial gateways and standard protocols.

Do you build predictive maintenance software from scratch?

We build models tailored to your specific equipment and failure history, which typically performs better than a generic predictive maintenance product.

How does manufacturing software integrate with our existing ERP?

Through API or event-driven integration that keeps production, inventory, and financial data synchronized automatically, without manual re-entry.

Can this work support multiple plants or facilities?

Yes, our architecture is designed to scale across multiple facilities, with centralized visibility and facility-specific detail where needed.

What's the typical timeline for a manufacturing software project?

It depends on the number of systems and facilities involved, but most engagements move through assessment, pilot deployment, and broader rollout over several months.

Have plant-floor data you're not using effectively?

We'll assess your current systems and where a connected platform would help most.

Talk to Our Manufacturing Team

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