Offline LLM Platform

Deploy large language models (7B–70B parameters) entirely on-premises. Quantization and hardware optimization for peak performance. Seamless updates, version control, and integration.

Retrieval-Augmented Generation (RAG)

Connect proprietary knowledge bases without data leakage. Multi-format document processing: PDFs, spreadsheets, code, and more. Hybrid search: semantic and keyword, with context window optimization.

Knowledge Graph Integration

Automated entity and relationship extraction. Domain-specific ontologies. Visual exploration tools for enterprise knowledge.

Secure Fine-Tuning

Parameter-efficient fine-tuning (LoRA, QLoRA) without exposing data. Continuous learning and improvement with full auditability.