A centralized hub-and-spoke model built around HERCULES, ATLAS and small reusable automation units called ATOMS.
CIRMS uses a centralized hub-and-spoke communication model that enables structured two-way communication between HERCULES and the systems and resources it manages. This simplifies the flow of information and operational instructions while supporting consistent interaction patterns across different technologies and environments.
Monitoring and information gathering across connected systems.
Authorized operational execution through defined tasks.
Standardized two-way communication simplifies administration, centralizes coordination and allows additional managed resources to be incorporated without redesigning the communication model.
The operational backbone of CIRMS. Each HERCULES machine manages a designated environment or technology domain and performs GL3 Intelligent Automation, monitoring, health checks, resource management and data acquisition.
Through GL4, HERCULES transforms collected operational data into structured, curated and AI-ready knowledge.
The coordination and oversight layer. ATLAS consolidates operational information across HERCULES environments and provides an organization-wide perspective for centralized monitoring, governance and coordination. Planned GL5 capabilities are intended to extend this layer with AI-assisted analysis and conversational intelligence while maintaining human oversight.
The resources and systems managed through HERCULES — including databases, servers, applications, services, infrastructure and other connected operational assets.
Project TOHOL® was conceived around a fundamental principle: complex operational environments should be managed through a unified, modular and intelligent architecture. By combining centralized oversight, distributed execution, trusted operational data and AI Data Readiness, CIRMS establishes a foundation for system autonomy, operational intelligence and responsible AI integration.
HERCULES machines operate close to the environments they manage, while ATLAS provides coordination, governance and an organization-wide perspective across the organization.
Conceptual illustration from the original CIRMS visual identity. GL3 automation and data acquisition and GL4 AI Data Readiness form the operational foundation. The intelligent services and advanced AI-assisted capabilities shown in the illustration represent the broader conception and the planned GL5 direction.
GL4 extends the operational foundation created by GL3 by transforming acquired operational data into governed, structured and AI-ready knowledge through traceable preparation stages such as metadata refresh, raw ingestion, curation, document generation, chunk generation, vector embedding and semantic validation.
Process overview, not a live execution or readiness result.
Understand the source.
Acquire operational data.
Prepare structured data.
Create AI documents.
Divide knowledge into chunks.
Prepare vector representations.
Validate semantic use.
At the foundation of CIRMS automation are ATOMS — small, focused and reusable units of execution, historically referred to as “Atomized Bots.” Each ATOM represents a specific operational task or process.
ATOMS can be combined into Modules and orchestrated into larger workflows, allowing CIRMS to build complex automation while maintaining granular control, reuse and adaptability.
Modular & Reusable — ATOMS can be reused and recombined for different operational requirements. Precision Control — each ATOM is purpose-built for a focused task, supporting clear responsibility and precise execution. Adaptive Execution — workflows can be extended or reconfigured as systems, technologies and organizational requirements evolve.
Explore a single HERCULES environment, HERCULES–ATLAS coordination and the planned multi-ATLAS architecture.