Products

Establish centralized operational control with automated administration, monitoring, health checks and reporting. GL3 helps technical teams manage connected resources consistently while collecting the operational data that supports the next stages of CIRMS.

Core capabilities: Intelligent automation, resource monitoring, health checks, dashboards, reports and operational data acquisition.

Designed for: Organizations seeking to reduce repetitive administrative work and improve visibility across managed environments.

Build on the operational data acquired through GL3 and transform it into structured, curated and AI-ready knowledge. GL4 performs the preparation pipeline on HERCULES, from data curation and document generation to chunking, vectorization and semantic validation.

Core capabilities: Data curation, AI document generation, chunk management, vector embeddings, semantic validation and readiness monitoring.

Designed for: Organizations preparing operational information for AI-assisted analysis and knowledge-based applications.

The planned GL5 layer is designed to connect AI models and conversational interfaces with the knowledge prepared through GL4. Its intended capabilities include AI-assisted analysis, operational and managerial decision support, and natural-language interaction with CIRMS knowledge.

Planned capabilities: AI model integration, intelligent assistance, knowledge-based analysis and conversational interaction.

Intended for: Organizations seeking to extend automation and AI Data Readiness with human-supervised AI assistance.