Writing

Essays on human-centered AI, organizational intelligence, multi-agent systems, and what it actually takes to make enterprise AI work inside real organizations. Most of it starts as a question I cannot find a good answer to.

The Agentic EnterpriseNew essays on organizational intelligence and enterprise AI. Read them first on Substack.
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Project
Silicon Valley AI Leadership Map — 473 people, 1,794 public ties, one map
Book, interactive map, and original research

Silicon Valley AI Leadership Map

I built the Silicon Valley AI Leadership Map by using AI agents to collect and verify public data at scale, then applying network analysis to turn it into an interactive map and a companion book. It maps 473 people and 1,794 public ties to show how influence, capital, talent, and trust move through the AI industry, how companies depend on one another, and where influential people disagree. I designed it as a research artifact that makes influence visible through evidence, structure, and network patterns.

473 people 1,794 public ties 5-chapter book EN / 中文

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Featured
The Layer Every Enterprise AI Platform Is Missing
Enterprise AI · Market Landscape

The Layer Every Enterprise AI Platform Is Missing

How every major enterprise AI category converges on the same blind spot, and why closing that gap represents an entirely new product category.

Mar 2026 · 18 min read
Your AI Agents Route to the Wrong Person
Enterprise AI · Technical

Your AI Agents Route to the Wrong Person. Here's the Missing Layer.

Why agents fail at routing despite solid retrieval systems, and how behavioral context is the overlooked solution to organizational intelligence gaps.

Apr 2026 · 10 min read
Designing an AI-Agent Marketing Team
AI Agents · Orchestration

Designing an AI-Agent Marketing Team: What Actually Works

How I built and scaled a team of AI agents for real operations using OpenClaw. Ten design principles, and why building an agent system feels more like organizational design than programming.

Mar 2026 · 6 min read
AI & Organizations
Practice & Leadership
Essays

Less about work, more about how I think.