Core Components

Knowledge Repository

Semantic Layer

Guardrail Engine

Workflow Modeling

Translates business concepts into machine-understandable context, ensuring answers are always enterprise-relevant.

Centralized, curated enterprise knowledge base powering accurate, grounded agent responses.

Enforces safety, compliance, and brand policies - every response, every time.

MCP Servers

Memory

Skill System

Maps AI reasoning to real business processes, enabling seamless integration into existing operations.

LLM Reasoning

General Agent components

Data processing & transformation

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Natural language querying

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Predictive modeling

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Skills

Specific Skills

Extend and adapt the system to your unique business needs.

Industry-specific skills

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Special modeling an decision intelligence

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Client tailor-made skill packs

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General-Purpose Skills

Out-of-the-box capabilities that accelerate time-to-value across common enterprise use cases.