Archetypal Systems

Trucast Archetypal System Implementation

Overview

The Trucast archetypal system is now fully implemented, providing a comprehensive framework for representing real-world business actors and actions through logical common data JSON schemas. This ensures language model reliability, trust, quality, and transparency throughout all business workflows.

Core Components

1. Blueprint Data Integration (GICS-Aligned)

The system integrates 212 blueprints from all-blueprints.json, each mapped to:

• Blueprint Types: Service, Product, Trade, Marketplace, Ecosystem, Subscription, Brokerage

• GICS Hierarchy: Sector → Industry Group → Industry → Sub-Industry

• Actor-Action Definitions: Each blueprint contains actor/action archetypes

• Metrics & Units: Specific business metrics for each domain

Example Blueprint:

{
  "Blueprint_Type": "Service",
  "GICS Sector Name": "Financials",
  "GICS Sub-Industry Name": "Asset Management & Custody Banks",
  "TruCast Manifest Description": "Focuses on investment management & custody solutions. Potential archetype for 'actor': asset manager; 'action': portfolio & fiduciary services.",
  "truCoreId": "BP-SV-ASS-8987B0"
}

2. Protocol Core Enhancement

The protocol assembly engine now:

• Dynamically extracts actors from blueprint descriptions

• Maps to GICS codes for industry alignment

• Validates against real blueprint data

// Core equation implementation
Actor + Action + Blueprint = Protocol

// Example protocol assembly
{
  protocolId: "wealth-management-advisor-analyze-1234567",
  actor: "wealth-advisor",
  action: "analyze",
  blueprint: "wealth-management",
  gicsAlignment: {
    sector: "Financials",
    industry: "Capital Markets",
    subIndustry: "Asset Management & Custody Banks"
  },
  truCoreId: "BP-SV-ASS-8987B0"
}

3. Schema Orchestrator

The TrucastSchemaOrchestrator ensures the logical schema is present at all workflow points:

Schema Injection Points:

• User Interface: Chat initialization, message input, response display, workflow panel

• Processing: Protocol assembly, workflow execution, validation, completion

• Integration: API requests, data transformation, report generation, analytics

Schema Structure:

interface TrucastSchema {
  blueprints: Core business model archetypes
  blueprintTypes: Service, Product, Trade, etc.
  gicsSectors: All GICS sectors from blueprint data
  contextualBlueprints: Relevant to current context
  relevantActors: Extracted from blueprints
  possibleActions: Available business actions
  currentProtocol: Active protocol state
  protocolHistory: Audit trail
  suggestedNextSteps: Workflow guidance
}

4. Workflow Integration

Every workflow now has access to:

• Full blueprint context at each step

• Actor-specific actions based on role

• GICS-aligned business logic

• Protocol validation against blueprint data

5. FIS Example (Fintech Software Provider)

FIS is expressed through the logical entity structure:

// FIS as a Technology Services provider
{
  actor: "integration-specialist",
  action: "integrate", 
  blueprint: "technology-services",
  gicsAlignment: "45102010", // IT Consulting & Other Services
  workflow: [
    "system-discovery",
    "data-mapping", 
    "api-setup",
    "validation"
  ]
}

Key Differentiators

1. First-Person Context Preservation

• User's role (actor) is always maintained

• Actions are contextualized to their business domain

• Workflows adapt to actor-specific needs

2. Business Model Precision

• 212 blueprints covering all GICS sectors

• Each blueprint has specific actors, actions, metrics

• Validated against real-world business structures

3. JSON Schema Modularity

• Every protocol is a JSON document

• Schemas are composable and extensible

• Full audit trail and versioning

4. Language Model Enhancement

• Provides structured context to LLMs

• Validates outputs against business logic

• Ensures consistent, reliable responses

Implementation Benefits

For Business Users:

1. Clear Action Guidance: Know exactly what actions are available

2. Industry Alignment: Work within proven business models

3. Quality Assurance: All outputs validated against archetypes

For Enterprise Teams:

1. Cross-Functional Clarity: Common language across departments

2. Workflow Templates: Reusable patterns for common tasks

3. Compliance Ready: Full audit trail and validation

For AI/ML Teams:

1. Structured Context: Rich metadata for model training

2. Validation Framework: Ensure output quality

3. Extensibility: Easy to add new blueprints/actors

Usage Example

// Initialize the orchestrator
TrucastOrchestrator.initialize();

// Get schema for current context
const schema = await TrucastOrchestrator.getSchema({
  userMessage: "I need to integrate FIS core banking",
  userRole: "integration-specialist",
  industry: "45" // Information Technology
});

// Execute workflow with full schema awareness
const results = await TrucastOrchestrator.executeWorkflow(
  'fis-core-banking-integration',
  { 
    schema,
    mediaId: 'doc123',
    clientContext: 'FIS Implementation'
  }
);

// Validate the protocol
const validation = TrucastOrchestrator.validate(results.protocol);

Future Extensions

1. Dynamic Blueprint Discovery: AI-driven blueprint creation from new industries

2. Protocol Marketplace: Share and monetize workflow templates

3. Multi-Actor Workflows: Complex workflows involving multiple actors

4. Real-time Validation: Continuous validation during execution

5. Analytics Dashboard: Track protocol usage and effectiveness

Conclusion

The Trucast archetypal system provides a robust foundation for business workflow automation. By representing real-world business structures as logical JSON schemas, it enables:

• Reliability: Validated against proven business models

• Trust: Full transparency and audit trails

• Quality: Consistent outputs aligned with business logic

• Transparency: Clear actor-action-blueprint relationships

This system ensures that FIS (and any other business) can be expressed through its logical entity structure, with business actors executing business actions on core blueprints, all represented in modular, precise, validated JSON schemas.