Two arms. One discipline.
From agents to allies: the discipline of working with AI as partner, not tool.
Allytic AI is a training-and-consulting practice for the discipline of human–AI partnership, founded 2026 by Keith Li. Based in Hong Kong, working globally with leadership teams adopting generative AI. Two arms (the Institute and the Consulting practice) share one paradigm articulated in the working paper Beyond Agentic. Allytic AI Limited.
Allytic AI Institute
Where the discipline is taught: cohort training, team modules, executive sessions.
Allytic AI Consulting
Where the discipline is applied: talent, tools, and operating-model decisions of your AI transformation.
Keith Li
Author of Beyond Agentic. Leads the senior faculty and the executive engagements personally.Allytic began as his working paper on the architecture of human–AI partnership. He teaches the discipline through the Institute and applies it through the Consulting practice.
Living proof of the practice he teaches: Keith shipped 10+ startup-grade, production-ready, market-launched commercial products solo in 6 months as an agentic engineer. Selected works: DeckEdit, Translation AI, Design Thinker Labs, Classrail, AppToPub, DopaSprint, Famiroot, and the open-source Auto-Academic-Paper.