Data Analytics and Management
Data Analytics and Management. An AI-powered solution that puts the right data, into the right hands, at the right time. Data that drives true operational excellence.
Overview
Operational data synthesized, analyzed, and visualized in real time.
Operational data is power. But that power can only be fully realized if the data is delivered quickly, reliably, cost effectively, and in an easy-to-consume format. The MicroAI Data Analytics and Management solution delivers that power by imbedding intelligence into the data collection and visualization processes. Features include:
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Endpoint/Edge Intelligence
AI algorithms embedded into the machines, devices, and processes that generate critical data.
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Versatile Connectivity
Connectivity that is protocol agnostic (WiFi, 5G, LTE, CAT-M, NB-IoT, LoRa, etc.)
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Intelligent Workflows
AI enabled workflows that monitor and control the collection and dissemination of data.
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Dynamic Visualization Engine
Customizable KPI, drag-and-drop dashboards, single-pane-of glass observability, and automated reporting and alerts.
Challenges
Today’s operations are flooded with data generated by IoT devices, machines, network equipment, telematic devices, process workflows, etc. For many operations the proliferation of data has outpaced their ability to effectively consume it. As a result, valuable insights often go undetected and/or under-utilized. Current challenges include:
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Legacy data management solutions
Continued reliance on data management solutions that were not designed to cope with data sources that have become increasingly complex and diverse. Those legacy solutions are typically static in nature, siloed in architecture, and protocol limited.
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After-the-fact data
Competitive advantage requires knowledge of what is happening now and insights into what may happen in the future. Many operations are limited to analysis of data that is no longer indicative of live conditions in the field or on the manufacturing floor.
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Cumbersome visualization
Different operational stakeholders require different views of data. Many are hampered by visualization tools that cannot be quickly customized to present the types of data required in formats that can be easily consumed.
The Solution
AI-enabled Data Analytics and Management
The MicroAI Data Analytics and Management solution utilizes core endpoint and edge AI technologies that enable operations to fully capitalize on the massive amounts of data that they produce. Key capabilities include:
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Real-Time Data Ingestion
Seamless and secure ingestion of data from a wide variety of industrial, manufacturing, telecom, and automotive devices and equipment. This can include sensors, robots, inspection machines, PLC’s, IoT field assets, and databases.
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Asset-Centric Scalability
Unlike legacy solutions, The MicroAI solution can be deployed on multiple smart assets, individually and simultaneously, to enable asset-specific performance benchmarking, real-time data visualization, intelligent workflows, and more.
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Visualization and Dashboarding
A powerful visualization engine that enables real-time event management across individual assets within an asset ecosystem. Drag and drop, customizable, dashboards can be configured to visualize real-time asset data and to trigger actionable alerts.
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Intelligent Workflows
Embedding and training of intelligent workflows that are dynamic, automated, and locally managed. AI-enabled workflows that learn and self-adjust to keep processes finely tuned for maximum efficiency.
Benefits
Your Data Optimized and Visualized!
- Customizable drag-and-drop asset monitoring dashboards
- Improved machine throughput and uptime rates
- Extended asset lifespans
- Embedded AI algorithms that manage alerts and responses
- Lower cost of asset ownership
- Improved customer experience and brand loyalty
MicroAI Resources
Industries
Get started with intelligent integration and automation.
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