ayumi.town
Est. 2026 Studio for agentic systems On-premise

Agentic systems with real jobs. Running on-premise.

ayumi.town is an AI-native design studio. Our agentic systems run on local hardware — the client's own machines, or dedicated servers we operate. No shared cloud.

Selected work ↓ Get in touch ↗
§ 00 Position 3 lines

Part studio, part experiment. We give agents real tasks and live with the results.

Everything runs on-premise: the client's machines, or dedicated hardware we operate. Privacy is the default, not a feature.

§ 01 What we build Whole stack
  1. 01

    Agentic workflows

    Agents with a job description. They take tickets, write reports, chase follow-ups. Every run logged, every run reviewed.

    Agent
  2. 02

    Local AI infrastructure

    On-premise hardware, models, inference, storage, logs. The client's machines or ours. Works offline. Nobody else reads the traffic.

    Infra
  3. 03

    AI-native ventures

    We start our own. Small bets, run by agents, staffed by us. What works stays on. What doesn't gets shut down.

    Venture
§ 02 Selected work Open / public
01 Textile Playbooktextileplaybook.com Open course. The full playbook, free to read. No signup wall. 02 Fondaresearch.ayumi.town/experiments/fonda Open-source founder agent, built from research on why startups fail. Fork it, host it yourself. 03 Researchresearch.ayumi.town Notes and experiments. What we tried, what broke, what we kept.
§ 03 Contact We read everything
hello@ayumi.town

Have a job for an agent? Write — plain text is fine.