Vitruvyan OSArchitecture Overview
A modular cognitive infrastructure for explainable, human-centric AI.
System Layers
Five cognitive layers that transform data into understanding
Technology Stack
Open-source and proprietary technologies powering the epistemic framework
backend
- Python
- FastAPI
- CrewAI
- LangGraph
databases
- PostgreSQL
- Qdrant
frontend
- Next.js (v0.dev)
- Tailwind
- shadcn/ui
infrastructure
- Dockerized microservices
- Grafana
- Prometheus
security
- Keycloak
- JWT
auditability
End-to-end traceability and data integrity across reasoning layers.
- Tron Blockchain Ledger
- OpenMetadata
Proprietary
Cognitive Technologies
Five breakthrough engines that enable transparent, adaptive intelligence
VEE
Explainability Engine
Multilayer reasoning audit
VARE
Adaptive Risk Engine
Context-aware risk assessment
VSGS
Semantic Grounding System
Entity relationship mapping
VWRE
Weighted Reverse Engineering
Decision factor analysis
VMFL
Memory Feedback Loop
Continuous learning system
Auditability and Provenance
Verifiable cognition where data, models, and reasoning coexist under permanent traceability
Vitruvyan OS introduces a dual-layer audit mechanism:
Blockchain Anchoring
Tron
Each reasoning batch (signals, decisions, validations) is hashed and anchored to the Tron testnet or mainnet. This ensures the integrity of analytical outcomes over time and creates a permanent, verifiable record.
Metadata Lineage
OpenMetadata
Every dataset, agent, and API is tracked through OpenMetadata, linking cognitive processes to their provenance and version history. This makes it possible to reproduce any inference and understand the exact context of a decision.
Together, these layers define Vitruvyan's commitment to Auditability by Design — verifiable cognition where data, models, and reasoning coexist under permanent traceability.
LOGOS Ontology Layer
LOGOS will add structured semantic reasoning, enabling Vitruvyan to understand entity relationships and causal hierarchies. This layer bridges symbolic knowledge with neural embeddings, creating a unified cognitive framework.