Why Engineers & Data Scientists Choose ARDI Over Traditional Data Solutions

Industrial engineers, data scientists, and automation specialists often struggle with fragmented data, inefficient processing, and lack of real-time insights. Many organisations still rely on traditional data management systems that are not designed for modern AI, machine learning, or real-time analytics.

These outdated systems create challenges such as:

• Data Silos: Information is scattered across SCADA, PLCs, historians, and IT databases, making it difficult to obtain a unified view.
• Time Synchronisation Issues: Inconsistent timestamps and missing data points make it harder to build accurate AI and analytics models.
• Manual Data Processing: Engineers waste valuable time normalising, structuring, and formatting data instead of focusing on insights.
• Limited Scalability: Many industrial systems cannot easily integrate with cloud computing, AI, or advanced analytics platforms.

As a result, industrial teams are turning to ARDI’s Industrial DataOps platform, which is designed to seamlessly integrate, contextualise, and automate data processing, making it an ideal solution for data scientists, engineers, and automation specialists.

Unlike traditional software, ARDI is built for the next generation of industrial analytics, automation, and AI. It provides a complete solution that enables engineers and data scientists to:

Integration & Contextualisation of Industrial Data

Traditional systems require complex, manual data preparation before analysis. ARDI automates this process by:

• Seamlessly integrating with SCADA, PLCs, historians, MES, OPC UA, MQTT, and cloud AI models.
• Providing structured and contextualised data that is AI-ready without additional processing.
• Eliminating the need for engineers to manually align, clean, or normalise datasets.

Real-Time Analytics & Predictive Maintenance

Engineers and data scientists need real-time insights to optimise industrial operations. ARDI enables:

• Live data streaming and anomaly detection to identify failures before they occur.
• Predictive analytics powered by AI to improve decision-making.
• Automated workflows that allow engineers to focus on optimisation rather than troubleshooting.

Bridging the Gap Between OT and IT Systems

Many industrial organisations struggle with bridging operational technology (OT) and IT systems, leading to inefficient workflows. ARDI solves this by:

• Providing a unified platform that connects real-time operational data with enterprise analytics.
• Enabling seamless data flow between factory floor sensors, enterprise IT, and cloud applications.
• Offering a flexible, REST-based API that integrates with existing business intelligence tools.

Flexible Deployment for Any Industrial Environment

Traditional data solutions lack the flexibility needed for modern industrial use cases. ARDI provides:

• Support for both on-premise and cloud environments.
• Scalability from edge devices to enterprise-wide systems.
• Compatibility with Windows, Linux, and embedded industrial platforms.

Designed for Industrial AI & Analytics

Unlike traditional software that requires manual data prep, ARDI is built for modern industrial data scientists.

Eliminates Data Silos & Context Problems

ARDI provides structured, contextualised data that enables faster decision-making and accurate analytics.

Scalable Across Industrial Environments

Whether working with small-scale automation or enterprise-wide AI, ARDI supports flexible deployments across edge, cloud, and on-premise systems.

For engineers, analysts, and data scientists seeking a smarter approach to industrial data processing, AI-powered analytics, and real-time decision-making, ARDI offers a Free Software edition that provides perpetual access to its core features, with some limitations on assets and data points.

With ARDI’s Free Download, you can:

• Experiment with real-time data integration, connecting SCADA, PLCs, historians, and cloud systems without complex setup.
• Use real-world data to create analytics, visual reports, run anomaly detection, and build AI-driven actions.
• See firsthand how ARDI bridges OT and IT systems, creating a structured, AI-ready data environment.

If you are working with small-scale automation or evaluating an Industrial DataOps solution, ARDI’s flexible pricing options ensure you find the right fit for your needs.

Get started today with the Free Download and see how ARDI transforms industrial data into actionable insights.