Machine Intelligence
Machine Intelligence – Making machines more transparent. An embedded AI platform that provides deep insights into machine and device performance. Full transparency, all the time.
What Is It?
Powered by MicroAI’s core technology MicroAI AtomML™, Machine Intelligence represents a paradigm shift in the optimization of the performance and security of machine assets. Mission-critical machines within the manufacturing, telecom, automotive, and infrastructure segments can be transformed from opaque entities into assets that are fully transparent. This transparency delivers deeper insights that enable active fine-tuning of performance. Transformational areas of impact include:
Machine Intelligence Features
Despite advances in Industry 4.0 technologies, most industry segments are still hampered by a lack of full transparency
into their machine assets. Machine Intelligence solves the problem with a powerhouse of AI-enabled features:
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Endpoint-Based Performance Monitoring
Enables real-time machine-centric performance observability and reporting
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Machine Endpoint Intelligence
Provides transparency into current machine health and facilitates a transition to predictive maintenance
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Historical Trend Analysis
Intelligence-based prediction of future machine behavior and productivity
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Intelligent Workflows
AI-enabled workflows ensure that the right information is delivered to the right stakeholders at the right time
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Machine-Specific Security
Provides faster detection and mitigation of Zero-Day attacks against machines and data
Capabilities
Machine Intelligence brings real-time observability to any type of machine or industrial device. Moving beyond static data collection, embedded intelligence delivers the deep insights needed to fully optimize the performance of a single machine or an entire machine ecosystem. Capabilities that include:
Dynamic Learning
Embedded AI an ML algorithms learn the normal operating behavior of an individual machine or a group of machines. Deep federated learning provides the accurate baselines required to detect performance anomalies of any size or duration.
Endpoint Observability
Intelligence embedded into the machine endpoint provides deep insights into real-time performance, health, and security. Active learning delivers levels of observability that have not been available with traditional AI solutions.
Recursive Analysis
Multidimensional behavioral algorithms produce recursive analysis, training, and processing. This enables a continuous evolution of the AI model that takes place directly on the endpoint. Recursive analytics produce predictive insights into future machine health and maintenance requirements.
Insight Mining and Distribution
A centralized visualization engine provides continuous observability into the status of connected devices and machines. The embedding and training of intelligent workflows automate the process of performance alert notifications and implementation of rapid mitigations.
Business/Operational Value
Machine Intelligence delivers tangible value across the entire business enterprise. Business and operational stakeholders will benefit from several insight-powered advantages, including:
Machine Health Scoring
Real-time AI agents assess and score machine health, detecting early signs of failure and maximizing asset performance.
Security
Embedded AI continuously monitors security at the machine level, protecting assets from cyber threats
without external systems.
Predictive Maintenance
On-machine intelligence forecasts failures before they happen, enabling truly predictive, condition based
maintenance.
GenAI
Leverages embedded AI to dynamically learn, adapt, and enhance machine control, diagnostics, and
reporting in real time.
Edge Advantage
AI agents operate directly at the machine edge, delivering faster insights, better privacy, and reduced
reliance on cloud infrastructure.
Industries
Get started with intelligent integration and automation.
Manufacturing
Predictive Intelligence – Industry 4.0 to 5.0
The next revolution in manufacturing will involve going beyond factory automation and into factory intelligence…
Telecom
Personalized AI for Telecom
Optimize. Innovate. Disrupt. MicroAI™ provides advanced embedded and edge intelligence to power next-generation telecom solutions. Optimize network performance, innovate new offerings, and create new revenue streams.
Automotive
The Automotive Connectivity Paradox
Today’s vehicles are equipped with IoT-enabled devices and complex telematics networks that provide live tracking, remote start and stop, remote access, temperature control, and autonomous driving.
Infrastructure
Around the globe, many infrastructure industries need advanced technologies that will meet evolving infrastructure demands.
Financial
AI-enabled financial intelligence that transforms volumes of data into profitable insights. MicroAI™ brings a full suite of AI and Machine Learning (ML) solutions..
