The work nobody should be doing by hand any more.
We build the agent layer for data, marketing and e-commerce teams in SMEs. Most teams have computer-labour the people doing it know is beneath them. We sit alongside the team, find it, and build the agent infrastructure that takes it off them. We train the people who will run it after we are gone, and leave them owning the kit.
Where is the work piling up?
Arrange a short call to identify what tasks your team could automate with agentic AI. We'll discuss:
- What work the right AI tooling can do well.
- Where the time sinks in your team are, and what we'd fix first.
- How AI looks integrated into a real workflow.
- Whatever you are trying to figure out, we will help you make sense of it all.
Audit. Build. Train. Support.
We find the low-value, high-volume work eating your team's hours, take it off them, train your people on the live system, and stay reachable on the terms you want.
Find what's eating the hours.
A short engagement that maps where AI fits and what to take off your team first.
Readiness assessmentBuild the kit that takes it off them.
Bespoke MCP servers and agent infrastructure, wired to your tools, on your data.
Automation buildTrain the team to run it.
By handover your people own the kit, on the live system, with documentation they wrote with us.
AI trainingStay on the terms you want.
A senior practitioner reachable, without putting one on the payroll. Retainer or ad-hoc.
Fractional AI leadTell us where the work is. We'll route you to the right starting point.
Free tools to make your working day easier.
Over the past year, we have been developing open-source software to solve specific problems most marketers and digital people face. MCPs for your AI assistant, designed to make your day simpler. The work we ship for clients goes further.
Gemini MCP
Get grounded results, analyse images, generate diagrams or even videos from inside Claude with our Gemini MCP.
Better Search Console
Search Console intelligence your team can't write themselves. Daily sync, decline detection, period-on-period comparisons.
FMP MCP
Company fundamentals, statements and ratios from inside an agent. Built for finance and investor-research workflows.
Read our blog.
Agentic Interoperability for Website Owners: AI User Experience (AI UX)
I've been keeping a close eye on the emerging subject of "agentic interoperability" across all my recent build projects. In layman's terms, that's the ability for AI agents to do things for you on your behalf - particularly inside SaaS…
Implementing WebMCP on a Recruitment Website
Thinking about what, exactly, the future of a website "looks" like in the agentic era is a challenging proposition. It might be that in most cases, our future viewers/readers/customers can do everything, from their chatbot of preference…
How to Set Up a Claude Code Project (And What Goes Where)
The .claude folder is the control centre for how Claude Code behaves in your project. Here's what goes in it, what each file does, and the step-by-step setup I use for every new project.
Swapping the Engine: How to Run Claude Code on Local Silicon for Zero Pennies
Claude Code's real power isn't the Anthropic model sitting behind it, it's the agentic : the file-system access, the tool use, the way it chains tasks together without you babysitting every step. I figured this out the expensive way. I ran…
Claude Desktop System Requirements: Windows & macOS
Have you found yourself becoming a heavy AI user? For Claude Desktop, what hardware matters, what doesn't, and where do Anthropic's official specs look a bit optimistic? In this article: Official Requirements | Windows vs macOS |…
Best GPUs for Running Local LLMs: Buyer's Guide 2026
I've been running various LLMs on my own hardware for a while now and, without fail, the question I see asked the most (especially on Reddit) is "what GPU should I buy?" The rules for buying a GPU for AI are nothing like the rules for…
Forty-five minutes. No pitch deck.
Know you need to look at AI in your company but you are not sure what is possible? Jump on a call and we will demonstrate some agentic processes, bring you up to speed with the state of the art, and then discuss your needs.