Linked AI Models

Cloud APIs and Local SLMs running securely on your GCP Virtual Machine.

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Full Ecosystem Topology

Assign specific models to the 40 AI-enabled nodes. The remaining 27 nodes are deterministic (pure Python) for instant processing.

CORE SYSTEM INTERFACES

πŸ’¬ MemPalace Chat Interface

Powers the conversational RAG interface and contextual analysis.

Intent Navigator Agent
Context Synthesizer Agent

πŸ”· Library Studio

Reads raw PDFs/PPTXs to extract governance and strategy rules.

Document Classifier Agent
Baseline Architect Agent
NLP Schema Extractor
⚑ Deterministic Core (Instant)
Cross-Baseline Analyzer
⚑ Deterministic Core (Instant)
Prompt Builder
⚑ Deterministic Core (Instant)
OPERATIONAL SWARMS

🚦 SWARM-14: Categorization Orchestrator

High-speed routing of unknown files to the correct assessment library.

Categorization Orchestrator
⚑ Deterministic Core (Instant)
P0 Library Registry Router
⚑ Deterministic Core (Instant)

🏒 SWARM-1: Infrastructure Discovery

Analyzes cloud infrastructure architecture.

Swarm 1 Orchestrator
⚑ Deterministic Core (Instant)
Swarm 1 Aggregator
⚑ Deterministic Core (Instant)
Platform Detector Agent
System Identifier Agent

πŸ—„οΈ SWARM-2: Data Architecture

Analyzes database schemas and identifies join keys.

Swarm 2 Orchestrator
⚑ Deterministic Core (Instant)
Swarm 2 Aggregator
⚑ Deterministic Core (Instant)
DB Type Detector Agent
Schema Detector Agent

🀝 SWARM-7: Integration Recommendations

Assesses platform compatibility and implementation steps.

Swarm 7 Orchestrator
⚑ Deterministic Core (Instant)
Swarm 7 Aggregator
⚑ Deterministic Core (Instant)
Compatibility Assessor Agent
Data Mapping Engine Agent
Implementation Planner Agent

πŸ”„ SWARM-12: Data Translation

Merges disjointed datasets using semantic analysis.

Swarm 12 Orchestrator
⚑ Deterministic Core (Instant)
Swarm 12 Aggregator
⚑ Deterministic Core (Instant)
Field Mapper Agent
Join Strategy Selector Agent
Data Merger Agent

βš™οΈ SWARM-15: Data Transformation

Restructures evaluated data into platform-ready API payloads.

Swarm 15 Orchestrator
⚑ Deterministic Core (Instant)
Transformer Registry Router
⚑ Deterministic Core (Instant)
Measurement Transformer Agent
Media Plan Transformer Agent
Performance Transformer Agent
Persona Transformer Agent
Strategy Transformer Agent
P1 LIBRARIES (GOVERNANCE)

🏷️ Activation Taxonomy

Evaluates naming convention logic and platform compliance.

Taxonomy Swarm Orchestrator
⚑ Deterministic Core (Instant)
Taxonomy Aggregator
⚑ Deterministic Core (Instant)
Pattern Analyzer Agent
⚑ Deterministic Core (Instant)
Channel Checker Agent
⚑ Deterministic Core (Instant)
Signature Analyzer Agent
⚑ Deterministic Core (Instant)
Baseline Assessor Agent
Confidence Scorer Agent
Custom Rule Validator Agent

βš–οΈ Golden Rules

Validates adherence to brand safety and compliance policies.

Golden Rules Orchestrator
⚑ Deterministic Core (Instant)
Golden Rules Aggregator
⚑ Deterministic Core (Instant)
Record Parser Agent
⚑ Deterministic Core (Instant)
Signature Analyzer Agent
⚑ Deterministic Core (Instant)
Baseline Assessor Agent
Confidence Scorer Agent
Custom Rule Validator Agent

πŸ—‚οΈ Taxonomy Library

Hierarchy and structural classification processing.

Taxonomy Record Parser Agent
⚑ Deterministic Core (Instant)
P0 LIBRARIES (STRATEGY)

🎨 Brand Platform Templates

Evaluates visual identity, voice, and template compliance.

Brand Templates Orchestrator
⚑ Deterministic Core (Instant)
Brand Templates Aggregator
⚑ Deterministic Core (Instant)
Record Parser Agent
⚑ Deterministic Core (Instant)
Signature Analyzer Agent
⚑ Deterministic Core (Instant)
Baseline Assessor Agent
Confidence Scorer Agent
Custom Rule Validator Agent

πŸ“Š Channel Benchmarks

Validates CPM, CPC, CTR, and platform-specific metrics.

Benchmarks Orchestrator
⚑ Deterministic Core (Instant)
Benchmarks Aggregator
⚑ Deterministic Core (Instant)
Record Parser Agent
⚑ Deterministic Core (Instant)
Signature Analyzer Agent
⚑ Deterministic Core (Instant)
Baseline Assessor Agent
Confidence Scorer Agent
Custom Rule Validator Agent

πŸ“ˆ KPI Framework

Assesses reporting logic, thresholds, and success criteria.

KPI Framework Orchestrator
⚑ Deterministic Core (Instant)
KPI Framework Aggregator
⚑ Deterministic Core (Instant)
Record Parser Agent
⚑ Deterministic Core (Instant)
Signature Analyzer Agent
⚑ Deterministic Core (Instant)
Baseline Assessor Agent
Confidence Scorer Agent
Custom Rule Validator Agent

πŸ‘₯ Persona Library

Validates audience demographics, psychographics, and targeting logic.

Persona Orchestrator
⚑ Deterministic Core (Instant)
Persona Aggregator
⚑ Deterministic Core (Instant)
Record Parser Agent
⚑ Deterministic Core (Instant)
Signature Analyzer Agent
⚑ Deterministic Core (Instant)
Baseline Assessor Agent
Confidence Scorer Agent
Custom Rule Validator Agent

🎯 Strategic Frameworks

Evaluates full-funnel strategy mapping and application evidence.

Strategic Frameworks Orchestrator
⚑ Deterministic Core (Instant)
Strategic Frameworks Aggregator
⚑ Deterministic Core (Instant)
Record Parser Agent
⚑ Deterministic Core (Instant)
Signature Analyzer Agent
⚑ Deterministic Core (Instant)
Baseline Assessor Agent
Confidence Scorer Agent
Custom Rule Validator Agent