217neuron is an engineering studio for applied AI. We design, train, and ship intelligent systems — from retrieval pipelines to local language models — for teams that need it working, not just demoing.
217neuron is a focused engineering studio working entirely on applied artificial intelligence. We take AI projects from a rough idea to a running system — designing the architecture, building the data and retrieval pipelines, and deploying models where they actually need to run, in the cloud or on your own hardware.
We care about grounded output, predictable behavior, and software you can trust. No hand-waving, no black boxes you can't inspect — just AI systems engineered to earn their place in your stack.
Retrieval pipelines that read your documents, transcripts, and databases, then answer with sources instead of guesses.
Custom and local LLM deployments — tuned, quantized, and served on infrastructure you fully control.
Chat interfaces, agents, and internal tools built around your real data and the way your team actually works.
Text-to-SQL, structured retrieval, and analysis layers that turn messy, real-world data into answers.
Have an AI project in mind? Tell us what you're trying to build — we'll tell you how we'd make it real.
ai@217neuron.com