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Project AI Box

RoleBuilding with Ahum Labs
StatusIn progress
Year2026
StackLocal LLMs · Sandboxed agents · Custom firmware

An on-premise computer that runs a whole team of AI agents inside an office — each isolated in its own sandbox, on local models, with no cloud dependency. Your next hire is a box.

In progress
Project AI Box — a graphite tower with a column of white status lights and one red light

The problem

Offices run on Tally, spreadsheets, inboxes and people moving data between them. Cloud AI asks them to ship their books to someone else's servers — a non-starter for most Indian businesses.

What I built

A single-board computer that runs many agents at once, each sandboxed, on local models. It connects to the systems an office already uses, logs every action an agent takes, and asks the owner to approve anything important with one tap from their phone. I'm designing a custom control board and firmware specialised for agent workloads, validated in simulation before committing to hardware.

Where it stands

In active development with Ahum Labs — currently onboarding design partners.

Visit aibox.ahumlabs.com ↗