SWK Studios is a project consultancy for businesses, enterprise IT teams and the MSPs who support them. We design and deliver networks and wireless, and we automate the work around them with AI agents behind a human review gate.
Open source: UniFi Fabric MCP Server, 283 tools, MIT licensed.
Investors and partners: message us on LinkedIn.
Project-based consulting. We scope the work, deliver it, document it and hand it over.
We design, build and fix enterprise networks, from the gateway to the access switch, with segmentation and monitoring built in from day one.
We plan, deploy and tune wireless so it works where people actually use it.
We turn repetitive IT and back-office work into reliable automated workflows. AI agents do the work; people approve what matters.
We review what you have, plan what comes next and deliver the pieces that sit between the network and the business. You end up with something your team can own.
Businesses that run on their network, the enterprise IT teams who run it, and the MSPs who support them.
Offices and sites that need networks, wireless and cloud designed, delivered and documented properly.
Consulting for in-house IT: network and wireless architecture, cloud and identity, AI automation projects and second opinions.
Providers that want a consulting partner behind them, not another MSP competing for their clients: project support, white-label network and wireless work, and tooling for many client networks.
Open source, in public
An open-source server that lets AI assistants manage UniFi networks through the official UniFi cloud API.
We operate our own production estate: virtualization hosts, single sign-on, a central log store and a segmented UniFi network. Every pattern we recommend has run on our own systems first.
Our agents do real work on real systems, and every significant change passes an independent review before it goes live. Fast where it is safe, careful where it is not.
Our UniFi Fabric MCP Server is public and documented down to what was tested live and what was not. You can read our work before you hire us.
AI assistants can now operate real infrastructure through open standards like MCP. Doing it safely takes tested tooling, documented limits and a human review gate. That is how we deliver automation projects, and we already run it on our own estate.
Whether you run a business network, an enterprise IT team or an MSP, we would like to hear from you. Tell us what you are working on and we will reply.
Investors and partners: we are glad to walk you through what we are building. Send us a message and we will set up a call.