Service
AI & Agentic Engineering
LLM integration, retrieval-augmented generation, and agentic workflow automation — built to run inside operational systems that already carry real load, not inside a demo. We treat AI as an engineering discipline, with the same rigor for data quality, failure modes, and monitoring that any production system requires.
What's inside this service
Three ways we bring AI into your systems
LLM integration & RAG
Grounding large language models in your actual data — documents, tickets, product catalogs, operational records — through retrieval-augmented generation pipelines built for accuracy and traceability, not just plausible-sounding answers.
Agentic workflow automation
Multi-step, tool-using agents that take on real operational workflows — with the guardrails, human checkpoints, and observability needed to trust them running unattended.
AI strategy & advisory
An honest read on where AI creates leverage in your business, where it doesn't yet, and a realistic sequencing plan — before any code gets written.
A note on proof
We're early in publishing named AI case studies — the work is real, the write-ups are still in progress. Rather than show you a borrowed logo or an invented metric, we'd rather walk you through a relevant engagement directly. Ask us for specifics.