Ensure consistent, high-quality data and measurements, bring meaning with context. Accurate data for trusted insights.
Take the work and time out of data preparation and enrichment. Time to value.
Automate advanced analytics with ML, and AI ready data pipelines.
Empower your workforce to make discoveries and decisions to transform your products, optimize processes improve supply chain agility, and better serve your customers.
VIMANA’s intelligent data transformation makes sense of the data, enhances data quality, accelerates data science workflows with capabilities including:
Standards-based data collection from wide variety of industrial equipment, sensors, and processes with all relevant attributes to solve business problems. Integrating IoT data with data from enterprise systems for insight into the complex enterprise ecosystem.
Builds a consistent, holistic view using standardized semantic asset models with a common set of terms, units and vocabulary. Leverages domain-driven ontologies to model assets, processes and businesses enabling automated reasoning and smoother data integration and analytics.
Filters out unnecessary noise from raw data, and inconsistent and corrupt data, improving the data quality.
Uses the rules engine and applies proprietary domain-driven ML and AI algorithms for multi-dimensional contextualization and aggregation of event streams for understanding of the true state of industrial assets, people, processes and products, powering predictive and prescriptive insights.
Enables analytics-ready data stores with other storage solutions, data lakes for integration with enterprise systems, BI tools and other downstream analytics.
Enables real-time visualizations, metrics, historical reporting, anomaly detection, alerts, digital twin, machine learning, predictive and prescriptive insights.
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