AI systems, built to spec

Custom AI that fits how your business actually works.

Fine-tuned models, retrieval systems and automations, built around your data and deployed into the tools your team already uses.

See what we build

Services

Eight ways we put AI to work.

Every engagement starts with your data and your constraints. Pick a starting point, or ask us where the leverage is.

8 of 8 shown
Fine-tuning

Custom Fine-Tuned Models

Models trained on your data for the tasks generic ones get wrong: your terminology, your formats, your edge cases.

RAG

Retrieval-Augmented Generation

Answers grounded in your own documents and databases, with citations, so staff and customers can trust what comes back.

Automation

AI Automations

Workflows that run themselves: routing, extraction, drafting and handoffs wired into the systems you already run.

On-premise

Private AI

Deployments that keep sensitive data inside your network, on your hardware, with the compliance trail to prove it.

Conversational

Chatbots and Agents

Assistants for support, lead capture and internal tools that hold context, know your policies and hand over cleanly.

MCP

MCP Servers for Your Tools

An MCP server around the systems you already run, so AI assistants can read and act on them under your access rules.

Task agents

Digital Workers

Agents that pick up the everyday work, inbox triage, data entry, reporting, follow-ups, and hand back only what needs a human.

Consulting

AI Consulting

An honest read on where AI pays off in your operations, what it will cost, and what to leave alone for now.

Tell us what you are trying to automate.

A short conversation about your data, your systems and where the time goes. No obligation.