LLM & RAG Solutions
Domain-tuned language models with retrieval-augmented generation — grounding AI responses in your actual data and documentation.
We fine-tune open-weight LLMs on your proprietary corpus and pair them with vector-based retrieval — so answers are grounded in real documents, not hallucinations. Deployed on-premise or in your VPC.
Key Features
01
Fine-Tuned Models
LoRA and full fine-tuning on domain corpora — media catalogs, legal documents, medical records, or engineering specs.
02
RAG Systems
Hybrid vector + keyword retrieval with re-ranking, citation tracking, and confidence scoring for every answer.
03
Knowledge Management
Automated ingestion, chunking, and embedding of PDFs, wikis, Confluence, and SharePoint — kept in sync.
04
Context Preservation
Multi-turn dialogue with sliding-window context, session memory, and tool-use for complex workflows.
Internal help-desks and IT support, legal and compliance research, technical documentation Q&A, customer-facing chat agents, and intelligence analysis.