Cortex Engine
Reasoning infrastructure for domain-specific intelligence.
In DevelopmentWhat is Cortex Engine?
Cortex Engine is a hybrid reasoning system that combines machine learning with rules-based logic. Unlike pure LLMs that hallucinate and struggle with complex reasoning, Cortex Engine uses a layered approach that delivers consistent, explainable results.
The engine was originally built to power RiftCoach — analyzing millions of game data points to generate real-time coaching. Now we're making it available as infrastructure for any domain-specific intelligence task.
Why Not Just Use GPT?
Large language models are impressive, but they have limitations:
- Hallucination: They make things up confidently
- Inconsistency: The same input can produce different outputs
- No guarantees: You can't enforce hard rules or constraints
- Black box: You can't explain why they reached a conclusion
- Domain ignorance: Generic training doesn't replace deep expertise
Cortex Engine solves these problems by combining pattern recognition with explicit reasoning rules. You get the flexibility of ML with the reliability of traditional software.
Architecture
Knowledge Layer
Structured domain knowledge — facts, rules, relationships.
Pattern Layer
ML models for pattern recognition and similarity matching.
Context Layer
State management and temporal reasoning.
Reasoning Layer
Combines all layers to generate conclusions and advice.
How It Works
Cortex Engine comes pre-built with reasoning modules. You provide:
- Data: Your domain-specific data (game events, medical records, financial transactions, etc.)
- Orientation: What you want the engine to reason about (coaching advice, risk assessment, anomaly detection)
- Constraints: Hard rules that must always be followed
The engine handles the rest: ingesting data, identifying patterns, applying rules, and generating reasoned outputs.
Use Cases
- Gaming: Real-time coaching, replay analysis, matchmaking insights
- Finance: Risk assessment, fraud detection, market analysis
- Healthcare: Symptom analysis, treatment recommendations, drug interactions
- Manufacturing: Quality control, predictive maintenance, process optimization
- Legal: Contract analysis, case research, compliance checking
Availability
Cortex Engine is currently in early development. We're working with select partners to validate the architecture across different domains. If you're interested in exploring how Cortex Engine could work for your use case, get in touch.