Tactical RAG Engine
Context Fusion. Melds 'Cold Storage' (History) with 'Hot Feed' (Live News) to produce intelligence with temporal depth.
CORTEXAI
CortexAI
The Hybrid-Cognitive Operating System
In finance and intel, pure AI hallucinates while keyword search lacks depth. CortexAI uses a 'Hybrid Cognitive Architecture' combining deterministic rules (Kinetic Triggers) and probabilistic AI (RAG) to balance precision with association.
Hybrid
Architecture
RAG + Live
Context Fusion
Kinetic
Safety Rule
CORE CAPABILITIES
Deterministic rules meet probabilistic AI
CortexAI puts kinetic triggers, tactical RAG, entity resolution, and a visual knowledge graph into one intelligence terminal.
Kinetic Geo-Intel
Kinetic Triggers. Hardcoded vocab (e.g., airstrike) overrides AI to ensure map 'red dots' represent real physical conflicts.
Fuzzy Entity Resolution
3-Layer Matching Funnel: Exact -> Smart Abbr -> Strict Fuzzy (Length Penalty). Optimizes search based on character physics.
Visual Knowledge Graph
Sentiment Separation. Strips emotional keywords to map only substantive entity connections, not market noise.
AI TECHNIQUES
Four layers of hybrid cognition
From cold/hot fusion to kinetic rules, entity funnels, and sentiment stripping, each layer balances precision with association.
Layer 1: Tactical RAG
Tactical RAG Engine
Context Fusion: Combines Grok (History) + Vector (Live). Mode Switching: Auto-detects Tactical vs Strategic intent.
Layer 2: Kinetic Geo-Intel
Kinetic Geo-Intelligence
Kinetic Triggers: Hardcoded rules (e.g., 'bombing') override AI to force CONFLICT status. Zero false positives.
Layer 3: Fuzzy Resolution
Fuzzy Entity Resolution
3-Layer Funnel: Exact -> Abbr -> Fuzzy (Length Penalty). Prevents short queries from matching long generic names.
Layer 4: Visual Graph
Visual Knowledge Graph
Sentiment Separation: Code-level stripping of emotion keywords. Maps entity logic, not market sentiment.
SYSTEM FLOW
Inside the hybrid-cognitive flow
The full CortexAI pipeline, from raw signals to a sentiment-free knowledge graph.
CortexAI Intelligence Terminal
The Hybrid-Cognitive OS
Rules (Kinetic) + Probabilities (AI) = Perfect Balance.
Layer 1
Tactical RAG Engine
Context Fusion. Cold Storage + Hot Feed.
Cold StorageStatic History
Hot FeedLive News
Layer 2
Kinetic Geo-Intel
Rules override AI. Hardcoded Kinetic Triggers.
Kinetic Triggersairstrike / bombing
Red AlertPhysical Conflict
Layer 3
Fuzzy Resolution
Exact -> Abbr -> Fuzzy. Physics-based search.
3-Layer FunnelExact / Abbr / Fuzzy
Layer 4
Visual Graph
Sentiment Separation. Maps logic, not noise.
Sentiment StrippingRemove BULLISH/RISK
Hybrid
Hybrid Core
RAG+
Context Fusion
Safety
Kinetic Rules