System Overview
System Overview
Trucast's enterprise intelligence processing system is designed for robust and scalable analysis and business-protocol-driven AI interactions.
The system can be conceptualized in three primary layers, managed by an orchestration algorithm:
Input Layer
Handles data ingestion from multiple sources
Performs data type normalization and initial validation
Accepts structured and unstructured data
Processing Layer
Leverages LLM integrations for data analysis
Implements protocol-driven workflows
Manages context and dynamic processing
Output Layer
Handles data persistence and relationship mapping
Manages response generation and delivery
Structures documents and schemas
Trucast Algorithm
Matches incoming data to appropriate protocols
Selects and manages handlers for processing
Oversees template processing and workflow execution
Figure 1: ValueGraph Master Orchestrator Workflow
This flowchart illustrates the core components and data flow of Trucast's ValueGraph Master Orchestrator. The system processes client requests through four main stages:
Inputs: Client requests are combined with predefined schemas and templates.
ValueGraph Master Orchestrator: The Context Builder enriches the request with schema information, and the Handler Selection component determines the appropriate processing path.
Processing: A Domain-Specific Handler generates prompts for the AI Model, which processes the request.
Outputs: The system produces a Structured Business Response and updates the workflow state, feeding back into the schema and templates for continuous improvement.
The architecture enables Trucast to deliver context-aware, domain-specific AI solutions that adapt to evolving business needs while maintaining consistency across diverse applications.
A Differentiated Solution
First-Person Perspective: Each actor has their own context and view
Multi-Actor Competition: Simulates real-time business impacts
Template-Driven System: Defines interaction patterns and controls action flow
Schema Integration: Ensures structural consistency and valid interactions
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