Building Production AI Systems
We build production AI systems -- from RAG pipelines and MCP servers to agentic search products -- accelerating software delivery with large language models.
AI-Powered
RAG, MCP, and agentic search
Multi-Cloud
AWS and GCP architecture
Quality Focused
TDD, CI/CD, and best practices
Production AI Systems & Agentic Products
Building production RAG systems, MCP servers, and agentic AI products that connect large language models to your knowledge and workflows.
AI-Augmented Delivery
LLM integration into SDLC for blueprinting, documentation, and code generation. Accelerate delivery with engineering rigor.
Production RAG Systems
Production-grade RAG with hybrid vector search, semantic reranking, and AI-powered answers with source citations.
MCP & Agentic Products
MCP servers, agentic Slack bots, and AI-powered products that connect LLMs to your knowledge and workflows.
Featured Project
BookStack RAG System
A production-grade RAG system on Google Cloud Platform with hybrid vector search, semantic reranking, an MCP server for Claude integration, and an agentic search Slack bot -- built and deployed in 11 weeks.
View Project Details →Trusted by Leading Companies
Delivering AI-powered solutions for organizations across Europe, UK, and USA
Ready to build production AI systems?
Let's discuss how RAG, MCP, and agentic AI can transform your knowledge systems and workflows.