AI-NATIVE BUSINESS BUILDER
I work where emerging technology meets commercialization — turning new capabilities into products, markets, and systems people can actually use.
Explore projects ↗Co-Founder & CGO, Leansight
AI-Native Transformation Advisor
SignalOS · CollaborationOS · Kairos
AI-Native Systems · Global GTM · 0→1 Business Building · Enterprise Transformation
INDEPENDENT SYSTEMS
Independent systems I am building in public, or bringing toward public release.
AI-Native Investment Research Operating System
A private research operating system for compounding judgment through evidence gates, research memory, and human decisions.
Inspectable Human-AI Governance Framework
An open, manual/static governance framework for keeping context, evidence, authority, and accountability inspectable in consequential human-AI work.
Macro Cycle Observatory / 周期天象图
An evidence-gated macro-cycle observatory connecting current regimes, long-wave history, watch criteria, and verifiable sources.
OPERATING EVIDENCE
I have helped build systems spanning industrial operations, consumer experiences, enterprise transformation, and global market entry. These are selected threads from that work.
Agents embedded in monitoring, coordination, scheduling, forecasting, and frontline decisions.
Positioning, partner networks, local delivery ecosystems, and cross-regional market entry.
Consumer commerce systems across DTC, O2O, OMS, WeChat, marketplaces, and standalone sites.
Strategy connected to organization, operations, IT, portfolio work, and strategic collaboration.
Quality, MES, enterprise software, and data platforms made to perform inside complex operations.
OPEN A CONVERSATION
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