Apshan
A custom lakehouse for Apshan: automated extraction, labelling and quality controls, unified memory for agents, plus the platform's public website.

Book an intro with In Soo(a conversation, not a pitch)We map how your client work gets made, build AI systems that produce it inside the tools you already run, and keep building as you grow.
Free 30-minute call. No commitment. We take three builds at a time.
Trusted by




Each build takes one piece of your monthly client work from manual to automatic, inside the tools your team already uses.
Architecture that produces your client work automatically, on your own infrastructure and under your own credentials.
No new platform to adopt and nothing to migrate. It is built into the stack your agency already pays for.
Numbers come from an API response and are inserted directly. The model writes only the commentary around them.
The code, the credentials and the systems are yours, on your own infrastructure. Any freelancer can pick them up.
The same loop, run once for every system we build.
A free thirty-minute call. We map how your client work gets made, who touches it, and where the hours go.
We take the workflow that costs you the most and assemble the system that produces it, inside the tools your team already uses.
The system goes live on your infrastructure, with every figure traced to its source. The code and the credentials stay yours.
Each loop hands another piece of monthly work to a system. Your team takes the next account without the next hire.
Your clients' data stays in the accounts you already own, under credentials you already control. Nothing is migrated out, and no new system is added for it to sit in.
A custom lakehouse for Apshan: automated extraction, labelling and quality controls, unified memory for agents, plus the platform's public website.

Each system reads from and writes to the tools you already run on. Nothing is migrated, and nothing new is adopted.
Book your free mapping callEvery figure inserted from its source call. Nothing generated.
One of the best talents I've worked with. Even the last-minute requests were handled with professionalism and good humour.
Most agencies will keep hiring. A few will build. Those are the ones we build for. Thirty minutes to find out which you are.
Builds start at £5,000.