Back to Partners
MicroAI - Edge and Embedded AI/ML
AGENTIC GENAI. INTELLIGENCE AT THE EDGE.

MicroAI is a pioneer in Agentic Generative AI solutions, engineering platforms and products that integrate **edge-based intelligence** and **autonomous decision-making** to create a foundation for operational resilience, efficiency, and growth for IT and OT assets globally.

About MicroAI - Edge and Embedded Intelligence

MicroAI provides next-generation Edge and Embedded AI/ML products designed to deliver operational value in **machine and network optimization, predictive maintenance, and advanced cyber-security** (2.3). The company was founded to address the critical gap in enterprise digital transformation where data is abundant but autonomous, actionable intelligence is lacking. MicroAI solves this by pushing GenAI intelligence directly to the edge, enabling machines to **self-monitor, self-heal, and self-optimize** (3.1).

The Edge AI Advantage

By embedding intelligence directly onto microcontrollers (MCUs), MicroAI bypasses the latency, security concerns, and high cost associated with cloud-first AI models (1.7). This delivers real-time insights and localized control for both IT and OT environments.

The AtomML™ Edge-Native AI Stack

MicroAI’s core technology is built around AtomML™, a proprietary, lightweight AI engine that enables self-learning and inferencing directly on smart assets.

MicroAI AtomML Stack

Key AI Components and Platforms

The MicroAI solution is a complete ecosystem, providing the engine for endpoint AI, the platform for enterprise management, and the tools for model creation (1.7, 2.3).

  • **AtomML™ (Endpoint AI):** Self-learning AI that trains and lives directly on smart devices and sensors (2.3).
  • **AtomML+ (Ecosystem AI):** Agentless ML platform for centralized intelligence across groups of IT and OT assets (2.3).
  • **Launchpad™ (Management Platform):** Kubernetes-based system for EAM, intelligent workflows, analytics, and dynamic visualization (2.2).
  • **AIStudio (Model Builder):** AI-enabled data modeling platform for creating dynamic, predictive models (1.7).

Core Solutions and Applications

MicroAI delivers a portfolio of solutions focused on maintaining asset health, ensuring network performance, and fortifying security.

Asset IQ

Machine Health Monitoring & Predictive Maintenance

Transforms assets from opaque entities into intelligent agents, providing a real-time Health Score based on sensor data. This enables the transition from reactive to **predictive maintenance** (1.3, 2.3).

  • Reduces unplanned downtime by predicting failures.
  • Improves Overall Equipment Effectiveness (OEE).
InfoSec

Embedded Endpoint Cyber Security

AI-enabled closed-loop cyber security and monitoring for IT and OT infrastructures. It provides endpoint protection by visualizing disturbances and detecting **zero-day events** at the asset level (2.3, 2.6).

  • Automates intrusion detection and mitigation.
  • Protects critical assets and data locally.

Key Features and Advantages

Ultra-Lightweight Footprint

AtomML™ is designed for resource-constrained devices, allowing full AI training and inferencing directly on microcontrollers with minimal memory requirements (2.6).

Autonomous Learning (Self-Training)

The AI models learn and evolve automatically on the edge device itself, continuously adapting to normal operational behavior and instantly flagging anomalies (2.6).

Reduced Cloud Dependency

Local data processing drastically reduces the need for constant data transfer to the cloud, cutting connectivity costs and eliminating reliance on large infrastructure (2.3, 2.6).

360° Asset Observability

Provides deep, real-time visibility into the performance, health, and security status of every machine and connected asset within the network (1.7, 3.1).

Driving Industrial IQ and ROI

  • **ROI Acceleration:** Customers have achieved results like reducing unplanned downtime by 37% and improving OEE by 22% within 90 days (1.7).
  • **Simplified Deployment:** MicroAI Launchpad provides a complete AI-enablement ecosystem for rapid development and scaling with minimal operational disruption (1.7, 2.2).
  • **IT/OT Convergence:** Seamlessly integrates intelligence across both Information Technology (IT) and Operational Technology (OT) domains for holistic management (3.5).
  • **Operational Autonomy:** Enables intelligent workflows and machine-to-machine decision-making, reducing reliance on constant human intervention (3.1).
  • **Data Security:** By keeping sensitive sensor data and analytics local, MicroAI enhances data privacy and security for industrial and critical assets (2.6).
  • **Scalable Architecture:** Easily manage and deploy hundreds to thousands of AI Agents across complex global infrastructures (1.7).

Industries Empowered by MicroAI

  • Manufacturing & Digital Factory (1.3)
  • Power and Utilities (1.3)
  • Oil & Gas (2.6)
  • Automotive (2.3)
  • Telecommunications (2.3)
  • Critical Infrastructure (2.3)
  • Financial Services (2.3)
  • Healthcare & Medical Devices (2.6)