[ AI systems for growing businesses ]
We build the layer that connects your tools to how your business actually runs, and takes the repetitive work off your team.
The first AI layer should solve your most painful problem.
[ what we build ]
On top of the software you already use. A human watches the output.
Quote requests, specs and plans arrive by mail and get read, checked and turned into a structured file automatically. Every value traces back to its source. No more retyping.
Your CRM, mail, Drive and tools stay where they are. We build the layer that links them, so data is entered once and stays correct everywhere. No more copy-paste.
Reports, follow-up and internal updates that look the same every week run on agents that write in your voice and get checked before they go out. No more Monday-morning admin.
Every system runs beside your manual process first. We measure the gap, tune it through a feedback loop, and go live only at an agreed accuracy. No black boxes.
[ Cases ]
Challenge
Quotes were typed by hand from mailed PDFs and measurement sheets. Hours per file, and the calculator was the bottleneck.
Approach
Requests are read from the inbox, checked, and turned into a structured calculation file. Every value traces to its source; edge cases go to a human.
Result
Challenge
Five separate systems (CRM, time tracking, payroll, mail, website) that didn't talk. Quoting was slow and margin per project was invisible.
Approach
One connected workspace, from the first enquiry to per-project margin, with a Company Brain underneath.
Result
Challenge
Weekly client newsletters written by hand in the house style, and internal comms scattered across three offices.
Approach
An agent writes the newsletters in the in-house style; one internal channel ties the three offices together.
Result
Challenge
A large Odoo CRM full of accounts, but reps couldn't tell when one was actually worth a call. Timing was guesswork.
Approach
An AI layer on the Odoo CRM that watches for real change and surfaces the concrete reason, and moment, to call.
Result
[ content ]
The thinking and the systems, in the open, on Instagram, TikTok and LinkedIn.
[ what a company brain is ]
Watch: what a Company Brain is
[ what a company brain is ]
Today
Knowledge scattered across inboxes, spreadsheets and individual memory. AI has nothing solid to stand on.
With a Company Brain
One structured, queryable place every automation builds on. Each project makes the next one faster and cheaper.
[ industry recognition ]
Companies only work because humans vaguely remember where the knowledge is. AI can’t operate like that. We need a new primitive: a company brain.Tom Blomfield Partner, Y Combinator
[ frequently asked ]
Not only where you lose time. Also where problems stay unsolved because they are too complex for handwork, or where a system simply does it better and faster than a person. We start where the pain is biggest, and build from there.
There is no hard cut-off. What matters is that you know where the problems and bottlenecks in your business are today. AI builds on those pain points.
Then I will tell you. Plenty of problems turn out to be process problems, and you deserve to hear that before you spend on a build. Sometimes the advice is: fix the structure first, then automate. That is value too.
The central system AI agents work on. Today your business knowledge sits in heads, inboxes and separate tools. A Company Brain pulls that into one queryable layer, so agents have the context to do real work. We build it step by step, adding direct value along the way.
With the one problem that is costing you the most time or money today. We solve that first, capture the knowledge it needs, and let the next problem build on it.
[ contact ]
A question about AI for your business, a project, or just curious where it fits. Start here and we'll pick it up from there.
Step 1
A call isn't required. If you'd rather I reach out first, that works too.