Building the
Future of AI
Supply Chain
The bridge between artificial intelligence and global logistics — real systems, real impact, across 5 continents and 15+ years of operations.
Esther Ho
AI x Supply Chain practitioner. I build systems that make global logistics think for themselves.
15+ Years in the Trenches
I didn't start with algorithms — I started with pallets, purchase orders, and 3AM calls about stuck containers. That ground-level understanding of how supply chains actually break is what makes everything I build today different. I've sat in every seat: planner, analyst, ops manager, and now the person wiring intelligence into all of it.
Practitioner, Not Theorist
I bridge the gap between algorithms and operations — 6 production AI systems shipped, from demand signal fusion engines to autonomous routing agents running at enterprise scale. I understand both the math behind reinforcement learning and why a truck driver skips the optimized route. I don't just prototype. I ship systems that handle real freight, real inventory, and real disruptions.
Global Reach, Real Results
Carnegie Mellon MBA. Rutgers Business School researcher studying pharmaceutical reshoring. Six Sigma Black Belt, PMP, and CLTD-certified instructor. I've advised Fortune 500 supply chains across continents and industries — bringing the rigor of top-tier education and management consulting together with hands-on data science and real operational experience.
Where AI meets the supply chain
The Lab
Real AI systems I've built and shipped — demand signal fusion, RL route optimizers, disruption early-warning, and more.
Explore projectsThe Radar
Weekly analysis of AI trends reshaping logistics. What's working, what's hype, what practitioners need to know.
Read insightsThe Toolkit
Simulators, calculators, and decision frameworks. Try the Bullwhip Effect game or track live freight rates.
Open toolkitLatest Articles
Stories and insights from the AI x Supply Chain world
I Tested Claude, GPT, and 5 Other LLMs on Real Supply Chain Problems. No Single Model Won.
Why Solo AI Agents Are Dead. The 1,445% Surge in Multi-Agent Systems, Explained.
The Delegate-Review-Own Playbook. Why the Companies Winning with AI Aren't Replacing Humans.
Claude Code Hit $1 Billion in 6 Months. Then $2.5 Billion in 3 More.
The Enterprise Agentic AI Market Just Hit $7.51 Billion.
OpenClaw Just Became the Fastest-Growing Repo in GitHub History.
I Tested Claude, GPT, and 5 Other LLMs on Real Supply Chain Problems. No Single Model Won.
Why Solo AI Agents Are Dead. The 1,445% Surge in Multi-Agent Systems, Explained.
The Delegate-Review-Own Playbook. Why the Companies Winning with AI Aren't Replacing Humans.
Claude Code Hit $1 Billion in 6 Months. Then $2.5 Billion in 3 More.
The Enterprise Agentic AI Market Just Hit $7.51 Billion.
OpenClaw Just Became the Fastest-Growing Repo in GitHub History.
Ready to make your supply chain autonomous?
Whether you're exploring AI for the first time or scaling existing systems, let's talk about what's possible.
Let's connect