Do you build predictive maintenance?

Yes. We build ML models on sensor and historical data to flag likely failures early, integrated into dashboards and alerts that cut unplanned downtime.

Can you integrate MES, SCADA, and ERP?

Yes. We connect shop-floor systems (MES/SCADA) with ERP and cloud platforms so production data flows reliably across OT and IT.

Can you do quality inspection with computer vision?

Yes. We build computer-vision defect detection and traceability so quality issues are caught and tracked across the line.

How do you handle OT security?

We design secure OT/IT integration with network segmentation, least-privilege access, and monitoring to protect operational systems while still enabling data flow.

Industry

Manufacturing & Industry 4.0 software development

We build Industry 4.0 software for manufacturers — connecting machines, monitoring production, and turning shop-floor data into decisions with IoT, analytics, and AI.

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Why it's hard

The challenges we solve in manufacturing

OT/IT integration

Connecting shop-floor equipment (PLCs, SCADA, MES) with IT systems and the cloud is complex and often proprietary.

Legacy equipment & data

Older machines weren't built to be connected; capturing reliable data from mixed fleets is genuinely hard.

Uptime & quality

Unplanned downtime and quality defects are costly; teams need early signals and end-to-end traceability.

Scale & edge constraints

High-frequency sensor data and intermittent connectivity require edge and cloud working together.

What we build

Software & AI for manufacturing

IoT & machine monitoring

Connect equipment and capture real-time data for OEE and condition monitoring.

Production & OEE dashboards

Visibility into output, downtime, and efficiency across lines and plants.

Predictive maintenance

ML models that flag likely failures before they happen to cut downtime.

MES & ERP integration

Integrate shop-floor systems (MES/SCADA) with ERP and the cloud.

Quality & traceability

Defect detection (including computer vision) and end-to-end traceability.

Supply chain & planning

Demand planning, inventory, and supplier-visibility tools.

Compliance & standards

Built to meet the rules that matter

OT security

Secure OT/IT integration with network segmentation and least-privilege access to protect operational systems.

Industrial standards

Support for industrial protocols (OPC-UA, MQTT) and interoperability across equipment.

Reliability

Edge-and-cloud architectures designed for intermittent connectivity and high data volumes.

How we help

Services we bring to manufacturing

Custom Software Development

Tailored enterprise solutions built for your unique business processes.

AI & Machine Learning

Practical AI systems—from predictive analytics to LLM integrations—that ship to production.

Cloud Solutions

Resilient, scalable cloud architecture and migration.

DevOps Services

CI/CD, infrastructure as code, and operational excellence.

Answers to common questions

Yes. We integrate equipment via industrial protocols (OPC-UA, MQTT) and edge gateways to capture reliable real-time data, even from mixed and older fleets.

Related industries

HealthcareHIPAA-compliant platforms, telehealth, and patient management systems.FintechSecure payment systems, trading platforms, and banking solutions.E-commerceScalable retail platforms, inventory systems, and marketplace solutions.

Explore more

Our ServicesSoftware, web, mobile, cloud, and DevOps AI SolutionsML, NLP, computer vision, and more Our WorkResults from the teams we partner with BlogIndustry and technology insights

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Ready to build
your next software project?

Whether you have a clear vision or just an idea, we'd love to hear about it. Let's discuss how we can help bring your project to life.

sales@vanceiq.com

What to expect

Free initial consultation to understand your needs
Detailed proposal within 48 hours
Dedicated project manager from day one

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