Thin Stratum is an enterprise framework for deploying Retrieval-Augmented Generation (RAG) and AI model infrastructure locally and privately. Complete data sovereignty, zero cloud dependency, and full control over your AI systems.
Deploy and manage large language models entirely on-premises with full control over model versions, fine-tuning, and inference parameters.
Complete retrieval-augmented generation infrastructure with vector storage, semantic search, and context-aware response generation.
Military-grade encryption with zero cloud exposure. All data processing, storage, and model inference occurs entirely on your infrastructure.
Optimized vector database for semantic search across your enterprise documents and knowledge bases with sub-millisecond retrieval.
Intelligent request routing and load balancing across multiple models and inference servers with automated scaling and failover.
Seamless integration with existing enterprise systems through REST APIs, webhooks, and native connectors for common platforms.
Direct connectors and data export capabilities for enterprise business intelligence and reporting platforms, enabling advanced analytics and decision support.
Seamless integration with existing enterprise applications through flexible abstraction layers. Connect with or without intermediate API layers based on your architecture requirements.
Comprehensive support services with dedicated teams for custom builds, bespoke development, and extended long-term support options for mission-critical deployments.
Thin Stratum implements a revolutionary thin-layered architecture designed for deploying private AI and RAG systems at enterprise scale. The framework separates concerns across distinct layers for maximum flexibility, performance, and security.
Core Architecture: From the foundation layer handling raw data ingestion and vector storage, through the processing layer managing model inference and retrieval, to the application layer providing business logic and integrations — each layer operates independently while communicating securely.
Enterprise Benefits:
StockIT.ai leverages Thin Stratum to power its advanced algorithmic trading and financial reporting infrastructure, built on AI agents and autonomous task execution within the equity markets.