Practical AI workers, designed around real workflows

We build practical AI agent systems for teams and individuals.

The center of gravity is workflow design, not chatbot theater. We look for work that repeats, contains hidden structure, and can be decomposed into retrieval, reasoning, action, review, and handoff.

Who we are

We are a team of senior engineers and builders with experience across large-scale technology companies, including Meta and ByteDance.

That matters because strong AI products are rarely just prompt wrappers. They require judgment about product shape, systems design, model behavior, data flow, reliability, review loops, and where automation should stop.

We bring deep experience in both building and applying AI systems: from shipping production-grade software to designing practical agent workflows that can survive contact with real operations.

Who this is for

• companies that want AI employees for internal workflows
• operators who need agent-assisted research, triage, or follow-up loops
• individuals who want AI workers for recurring personal knowledge work
• teams that care about grounded implementation more than trend-chasing

What we care about

• clear task boundaries
• trustworthy human review points
• practical orchestration instead of fragile demos
• systems that stay legible after the prototype phase

How to start

The fastest path is simple: tell us what work keeps repeating, where humans are overloaded, and what level of autonomy feels acceptable. The homepage intake dialog is designed to start exactly that conversation.