AI engineering services: agents, RAG, LLM integration and coaching

Neuro Momentum designs and ships production AI systems for B2B clients. Four kinds of work, each of which ends in something running, not in a slide deck.

AGENTS - agentic workflows and AI process automation

A process your people repeat every day - reading incoming documents, filling systems from e-mails, preparing offers, triaging requests - rebuilt so that a language model does the reading and the routine decisions, and a person approves what matters. You get the workflow running against your real systems, with logs of every decision the model made, limits on what it may do on its own, and a clear way to switch it off.

RAG - assistants grounded in your documents and data

An assistant that answers from your contracts, manuals, tickets or knowledge base, and shows where each answer came from. The work is mostly in the unglamorous parts: getting the documents in, keeping them current, measuring whether the answers are right, and refusing politely when the documents do not say. You get the pipeline, the evaluation set that proves it works, and the numbers.

INTEGRATE - LLM features inside your product

Your product already exists and needs a feature that thinks: a summary, a draft, a search that understands the question, a chat that knows the account it is talking to. We build it into your stack - APIs, streaming responses, evaluations that run in CI, cost control with hard limits, guardrails against misuse - vendor-neutral, with hosted or open models, so that changing the model later is a configuration change and not a rewrite.

COACH - AI-assisted development for engineering teams

Your developers already have AI tools and the results are uneven. We work inside your team for a while and leave behind a way of working: how to specify work so that an agent can do it, how to review what it produces, where it saves weeks and where it quietly costs them. This site is the worked example - see HowThisWasBuilt.txt.

HOW WE ENGAGE

Project-based or part-time, remote from Vilnius, in English, Lithuanian or Russian. Full stack, from architecture to production: Python, PHP/Laravel, TypeScript, Docker, CI/CD. The steps of a typical project are in Process.txt; to start one, open ContactMe.exe.