// INTELLIGENCE OPERATING SYSTEM
BUILT TO
THINK.
Enterprise-grade AI infrastructure for football intelligence, lead generation, hospitality and real estate. Multi-tenant. Production-ready. Proprietary.
3+
// SERVICES LIVE
25+
// DATABASE TABLES
10+
// AI WORKERS
2+
// ACTIVE TENANTS
// scroll to explore ↓
// 01
TECH STACK
// INFRASTRUCTURE
AWS FARGATE
ECS · ECR · ALB · SSM
// CI/CD
GITHUB ACTIONS
auto build · push · deploy
// RUNTIME
NODE 22
TypeScript · ES Modules
// DATABASE
POSTGRESQL
Supabase · pgvector · HNSW
// AI PRIMARY
CLAUDE SONNET
4.6 · OpenRouter · Bedrock fallback
// AI EMBEDDING
GEMINI
embedding-2-preview · 768 dims
// MESSAGING
WHATSAPP
Official Business API · multi-session
// DNS / SSL
CLOUDFLARE
proxy · SSL · WAF
// SPORTS DATA
SPORTMONKS
Sofascore · Transfermarkt · API Football
// 02
ARCHITECTURE
01
INPUT LAYER
Messages ingested via WhatsApp Business API. Noise filtering removes bot echoes, handshake artifacts and stale messages. Raw text extracted as incomingText.
WHATSAPP API NOISE FILTER ADMIN COMMANDS
02
EMBEDDING LAYER
Query transformed into 768-dimensional semantic vector using Gemini embedding-2-preview. Enables semantic similarity search across the player knowledge base.
GEMINI EMBED 768 DIMS HNSW INDEX
03
NER WORKER
Named Entity Recognition extracts intent, vertical routing and concrete entities. Determines whether to route to FootMatrix, LeadMatrix, Hospitality or ImovMatrix.
INTENT VERTICAL ROUTING ENTITY EXTRACTION
04
RAG RETRIEVAL
Semantic similarity via pgvector returns top-3 matching reports. Exact name matching via searchPlayersByName. Context merged and deduplicated before prompt injection.
PGVECTOR SEMANTIC SEARCH EXACT MATCH CONTEXT MERGE
05
AI GENERATION + SAGE
Contextualized prompt dispatched to Claude Sonnet 4.6. SAGE evolutionary memory enriches context with validated historical nodes. Response cleaned and delivered via WhatsApp Business API.
CLAUDE SONNET 4.6 SAGE MEMORY OPENROUTER BEDROCK FALLBACK
// 03
CORE MODULES
// MORPHEUS
ORCHESTRATOR
Mission creation and agent coordination
// ORACLE
MEMORY
Context and knowledge persistence
// NEBUCHADNEZZAR
PIPELINE
Execution pipeline and report generation
// CHOSENONE
ROUTER
AI provider selection and mode routing
// SENTINEL
MONITOR
Real-time service health monitoring
// SMITH
GUARD
Auth, rate limiting, security headers
// ZYON
CORE
Billing, tenants, plans, credentials
// SAGE
MEMORY ENGINE
Proprietary evolutionary memory system
// 04
PRODUCTS
// [/] FOOTMATRIX
FOOT MATRIX
Football intelligence engine for professional clubs. Player scouting, transfer market analysis, RAG-powered insights via WhatsApp Business API.
// LIVE — PRODUCTION
// [L] LEADMATRIX
LEAD MATRIX
B2B commercial intelligence. LeadSignal Engine v1.0 with scoring tiers, outreach templates and strict human-in-the-loop controls.
// LIVE — PRODUCTION
// [H] HOSPITALITYMATRIX
HOSPITALITY
Venue intelligence for hospitality businesses. Reviews, menu trends and location-aware recommendations via Google Places.
// IN DEVELOPMENT
// [I] IMOVMATRIX
IMOV MATRIX
Real estate intelligence platform. Property listings, market value tracking and location intelligence for brokers and developers.
// IN DEVELOPMENT
// [C] COPA WORLDCUP
COPA MODULE
Dedicated World Cup 2026 intelligence module with tournament-specific player stats, squad analysis and competition tracking.
// IN DEVELOPMENT
// 05
DATA LAYER
25
// TABLES
768
// VECTOR DIMS
4
// SAGE TABLES
2+
// TENANTS
players player_club_history player_contracts player_current_facts player_market_values player_copa_stats rag_documents real_estate_assets sage_memory_nodes sage_memory_edges sage_source_anchors sage_validator_feedback migration_analytics migration_copa migration_cortex_leads