Production generative AI systems connected directly to your sovereign enterprise lakehouse
Generic public LLM chatbots present unacceptable data privacy risks and hallucinate on domain-specific enterprise queries. 4L DATA INTELLIGENCE designs and deploys sovereign, production-grade Artificial Intelligence architectures hosted entirely within your private cloud perimeter.
From multi-hop Retrieval-Augmented Generation (RAG) engines that query millions of internal documents to autonomous agentic workflows that reconcile financial transactions, we build AI systems with strict output validation, deterministic fallbacks, and sub-50ms inference times.
Sovereign RAG Engines
Hybrid vector and keyword search indices connected to private lakehouses with strict row-level security and source citations.
Self-Hosted Model Deployment
Serving open-source foundation models (Llama 3, Mistral) via vLLM and Triton Inference Server with dynamic GPU batching.
Autonomous Agent Orchestration
Multi-agent systems using LangGraph that execute complex, multi-step enterprise workflows with deterministic guardrails.
Core Technology Stack & Ecosystem
We leverage modern, battle-tested open-source and cloud-native frameworks engineered for extreme throughput, zero lock-in, and sub-second performance.
Ready to implement enterprise ai, llms & autonomous agents?
Meet directly with our principal architects to scope your implementation roadmap.