ZERO Hercules

Composable AI-Engine to Power the Future of Enterprise

Hercules is an AI engine designed to unlock the potential of AI and Large Language Models (LLMs). It provides businesses with a secure and efficient way to leverage their data across various internal systems. Hercules’ core is designed and trained to provide systematic data labeling, data enrichment and interconnectivity as well as depersonalization to power up the main layer of Skilled AI Modules (SAMs), a variety of modules that augment cognitive processes of knowledge workers, offering automation, insights.

How It Works


  1. Hercules efficiently extracts, transforms, and loads data from both structured (SQL-like) and non-structured sources. This is done using a unified API layer for interaction between internal systems and Hercules. The system also includes a validation gateway to ensure data security (ethical walls), policy adherence, and proper access levels.
  2. Hercules maintains a catalog of internal and external models , ensuring optimal solutions for a variety of tasks. The ensemble of models is used when tackling complex processes, combining internal models with external agents as needed.
  3. Hercules maintains skills catalog for Skilled AI Modules to perform various tasks and end-to-end automation.

Composable Architecture to enable effective and fast deployment of Skilled AI Modules

  1. Modularity: The architecture is designed with modular components, promoting reusability. Modules can be developed, maintained, and scaled independently, which leads to reduced complexity and increased agility.
  2. Flexibility: Components are built to be easily adaptable to changing business processes. They can be reconfigured or replaced with minimal impact on the overall system, technological advancements and new LLMs.
  3. Interoperability: Seamless integration and communication between modules (SAMs). By using APIs and protocols, SAMs can work together efficiently, enabling seamless data exchange and functionality across different systems and platforms.
  4. Scalability: Modules can be scaled independently, allowing the architecture to grow and adapt to increasing demands without significant redesign or reengineering efforts. This results in improved performance and resilience.
  5. Automation: Modules provide end-to-end automation for processes to streamline the deployment, management, and monitoring.
  6. Continuous improvement: Human-in-the-loop enables continuous improvement, with an emphasis on learning, experimentation, and adaptation.

Hercules enables organizations to:

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