Why Critical Operational Data Still Lives in Silos
Industrial facilities generate enormous amounts of operational data every day. Process historians capture time-series measurements, maintenance systems record asset history and work orders, control systems generate alarms and events, and business applications produce reports and performance metrics. Each system performs its own role well, but they rarely share information in a way that gives operators, engineers, and plant leadership a complete picture of what’s happening across the operation.
For operators, engineers, and plant leadership, this fragmentation becomes part of the daily workload. Valuable time is spent moving between PI Vision displays, alarm systems, maintenance records, spreadsheets, and operational reports simply to understand the current state of an asset or process. In industries such as refining, mining, and power generation, that extra effort slows decision-making, complicates shift handovers, reduces confidence in reporting, and delays responses to changing plant conditions.
Building a Unified Operational Intelligence Platform
Asset Intellect from Dimension Software connects the operational systems that industrial facilities already rely on every day. By integrating data sources such as historians, SCADA systems, maintenance applications, SQL databases, and other operational software, into a single environment Asset Intellect allows engineers and operators access information without switching between multiple applications.
Asset Intellect is built as a modular platform, allowing companies to deploy the applications they need without implementing every available capability at once. Modules for process safety, reporting, workflow management, alarm management, inspections, and other operational functions can be introduced as requirements grow, while continuing to share the same platform and connected data sources.
Bringing operational data into a single environment gives engineers, operators, and plant leadership one place to review alarms, historian data, maintenance information, operational workflows, and other critical records. Teams can focus on understanding operating conditions, investigating issues, and responding more efficiently when problems occur.
Transforming Process Safety Through Operational Context
Effective process safety involves much more than responding to alarms or investigating individual events. It depends on understanding how critical equipment, operating procedures, safety barriers, and process conditions work together to manage risk. In many industrial facilities, however, this information is spread across different systems, making it difficult for operations and engineering teams to assess the current state of process safety.
Asset Intellect brings these process safety activities together within a single platform. It includes applications for monitoring process excursions, managing temporary overrides and bypasses, visualizing live bow tie diagrams, supporting Safety Instrumented System (SIS) verification, and governing safety-related workflows. Instead of relying on isolated documents or spreadsheets, teams can evaluate these activities using live operational data from connected industrial systems.
Connecting operational data with process safety workflows gives engineers, operators, and plant leadership a clearer understanding of developing risks as they emerge. Safety information can be reviewed as it emerges, teams can monitor barrier health, investigate excursions, review temporary changes, and evaluate operational conditions within the same environment. This supports more consistent decisions and helps organizations manage operational risk before incidents escalate.
The Asset Intellect platform combines configurable applications, prebuilt operational modules, and reusable components into a single operational intelligence environment. Its low-code/no-code architecture enables organizations to develop and adapt solutions without extensive custom software development.
Introducing Xora: AI for Industrial Operations
Many industrial organizations are exploring how artificial intelligence can improve operations, but the quality of AI-generated answers depends entirely on the information available to the model. Without access to asset hierarchies, historian data, maintenance records, alarms, documents, and operational workflows, AI lacks the context needed to answer operational questions with confidence.
Xora addresses this challenge by serving as the AI layer within the Asset Intellect platform. Functioning as a standalone chatbot Xora uses the operational context already managed by Asset Intellect to answer questions in natural language. Users can query historian data, SCADA systems, maintenance records, alarms, technical documents, and other connected data sources through a single conversational interface.
Xora can summarize shift logs, analyze alarm floods, support root cause investigations, generate operational reports, interpret maintenance documentation, and prepare summaries for production meetings. Xora has access to asset hierarchies and operational relationships within Asset Intellect so its responses are grounded in the current and unique operational context.
For engineers and operators, this means less time searching through multiple systems and more time evaluating plant conditions, investigating abnormal events, and responding to operational issues. As industrial organizations continue adopting AI, platforms that combine natural language interaction with trusted operational data are becoming an increasingly practical way to support day-to-day decision-making.
Extending Operational Intelligence Across the Enterprise
Process safety and Xora represent only part of the Asset Intellect platform. The same platform also supports a broad range of operational applications that help industrial organizations standardize workflows, improve collaboration, and manage day-to-day activities using the same connected operational data.
Available modules include alarm management, shift handovers, inspections and rounds, downtime tracking, production loss accounting, rotating equipment reliability, transformer condition monitoring, water loss reconciliation, daily operating instructions, and other configurable operational workflows that can be deployed as business requirements evolve.
Information captured in one module is immediately available to others because these applications all operate on the same platform. Alarm events, inspections, maintenance activities, production data, and operational records remain connected, reducing duplicate data entry while giving operations, maintenance, and engineering teams access to the same information when making decisions.
Delivering Measurable Operational Results
Asset Intellect has been successfully implemented across organizations in the power generation, refining, and industrial sectors, helping teams transform fragmented operational information into actionable intelligence. By consolidating data from multiple systems into a single operational view, organizations have reduced the time spent searching for information, improved reporting consistency, and enabled faster, more informed decision-making across all levels of the business.
For AGL, Asset Intellect replaced scattered reports and disconnected dashboards with a centralized operational platform that integrates historians, SQL databases, alarms, and plant visualizations. This enabled engineers to proactively monitor asset health, reduced manual reporting efforts, and provided leadership with a consistent, real-time view of operations across multiple generation assets.
Similarly, an international oil refinery deployed Asset Intellect across multiple sites to consolidate more than twenty operational data sources into a single platform. The implementation provided personalized dashboards, simplified access to operational information during shift handovers, and allowed experienced personnel to spend more time supporting field operations. According to the case study, staff saved an estimated two hours per day after implementation while improving plant safety and operational efficiency.
Rather than replacing existing operational technologies, Asset Intellect builds on them by connecting data, workflows, process safety applications, and AI into a single operational intelligence platform. The result is greater visibility across industrial operations, improved collaboration between teams, and a stronger foundation for making timely, data-driven decisions.
How MetaFactor Can Help
Industrial organizations often have the data they need, but not the visibility or context required to turn that data into actionable intelligence. MetaFactor helps bridge that gap by implementing and integrating solutions such as Asset Intellect into existing OT environments, from historians and SCADA systems to process safety, alarm management, and AI-enabled operational workflows. We are a Certified System Integrator for Dimension Software so our team is equipped to help organizations unify operational data, improve decision-making, and maximize the value of their industrial information. Contact us .