Enterprise AI Engineering
AI Agents, Hybrid RAG & Private Model Systems
We design, build, and deploy production-grade AI applications, autonomous agents with tool calling, enterprise RAG search, and private open-weight model runtimes.
AI Agents & Workflow Automation
Autonomous multi-step agents executing tool calls via Model Context Protocol (MCP) with human approval gates.
Enterprise RAG & Hybrid Search
Dense vector embeddings in PostgreSQL pgvector combined with sparse keyword search and cross-encoder reranking.
Open-Weight & Private Model Serving
vLLM and Ollama model serving for Llama 3, Qwen, and DeepSeek model weights on private VPS or on-premise hardware.
