You have machines that produce a lot of data
You have high-frequency telemetry, SCADA, PLC, vibration, or temperature data that is only reactively monitored and under-utilized.
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Machine performance is variable or drifts over time
Performance decays before failures occur, but the decay goes undetected.
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Multivariate complexity
Factory output is affected by many inputs: materials, ambient conditions, prior cycles, operator actions, shift variables.
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Continuous optimization is required
You need machines and shifts to autonomously adapt to changing conditions (seasonal inputs, fluctuating demand, wear, and tear).
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Frequent performance issues with ambiguous root causes
Slow application response, intermittent downtimes, or cascading failures without clear, deterministic reasons.
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MTTR is too high
Prolonged downtimes, slow recovery from incidents, and heavy reliance on senior staff to triage.
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Overwhelming alert volume
Administrators ignore alerts due to too many false positives or irrelevant notifications.
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Repetitive tuning and configuration
Manual threshold tuning, frequent reconfiguration of dashboards or monitors.
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Slow incident response
Reaction times are too long and too reactive, especially for fast-moving threats like ransomware or zero-day exploits.
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Inadequate threat modeling and configuration assessment
Your threat modeling is slow, resource-intensive, and prone to error.
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Reactive posture instead of proactive defense
Inability to simulate potential threats and to develop insight-based proactive defense tactics.
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Competing against AI-equipped attackers
You need advanced AI tools to defend against attacks that increasingly leverage AI for reconnaissance and custom malware development.
Modernization via 360° Agentic GenAI
Observe. Learn. Optimize. Sustain.
Agentic GenAI for modernization of:
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Machines and Factories
- 360° observability (machines and processes)
- GenAI intuitive insights for continuous optimization
- Predictive analytics for predictive maintenance and lifecycle management
- OEE improvement and reduced production cost
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Networks and Applications
- 360° observability of entire network or application infrastructure
- GenAI-enabled issue triage and self-correction (faster MTTR)
- Continuous self-tuning of critical performance thresholds
- GenAI encapsulates domain expertise and maintains performance consistency, even as workforce experience fluctuates.
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Cybersecurity
- No cloud dependency-higher adaptability
- Advanced GenAI protection against AI-enabled attack
- GenAI enhanced analytics for a proactive posture
- 360° monitoring of the entire cyber kill chain
MicroAI Integration
Integration Without Disruption
Integration Overview
- Seamless integration with existing data pipelines, APIs, IoT feeds, sensors, and databases.
- Map and normalize data from heterogeneous systems (ERP, MES, APM, CRM).
- Ensure horizontal scalability to handle higher data and task volumes as usage grows.
- Configure levels of autonomy — from assistive to fully autonomous actions.
- Implement policy-based constraints to prevent unintended changes or actions.
- Encrypt data in transit and at rest and enforce zero-trust principles.
- Implement role-based access control and audit logging for all Agent actions.
- Train staff on how to interact with GenAI Agents for maximum benefit.
Industries
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