Unlocking MES Intelligence with AI-Driven Insights
Manufacturing organizations generate vast amounts of MES data, yet insights remain constrained to static dashboards and predefined reports. Leaders and operators lack flexible, real-time access while facing increasing pressure to adopt AI securely and compliantly.
MES Intelligence Challenge
Traditional MES analytics struggle to reveal cross-plant and cross-process insights. Scaling analytics requires costly re-engineering, and concerns around cloud exposure and regulatory compliance limit AI adoption.
AI-Powered MES Intelligence Solution
Our team of engineers deployed IntelliMES™, an AI-powered intelligence layer that integrates directly with existing MES databases without modifying core platforms. A secure, on-prem AI agent enables natural-language querying through Retrieval-Augmented Generation (RAG).
Dual deployment models support fully on-prem LLMs or private cloud deployment via AWS Bedrock, with strict encryption, isolation, and zero direct cloud access to MES systems.
IntelliMES™ Results
- Secure MES Architecture: On-prem AI agent aligned with OT security best practices
- Natural-Language Querying: MES insights without custom queries or reports
- Context Modeling: Semantic mapping of MES tables for AI understanding
- Flexible LLM Deployment: On-prem or AWS Bedrock with access controls
- Operational Use Cases: KPIs, anomaly detection, trend analysis, and root cause insights
IntelliMES™ transformed how manufacturers interact with MES data—delivering secure, scalable AI intelligence without compromising production systems.
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