Insights
AI will reorganize the industrial enterprise — not simply automate its tasks.
Everything below is published elsewhere and opens on its original source. Links leave this site.
Writing
Bylined articles on AI, compliance, supply chain, and scaling.
- Hallucinations: Why You Might Be Using The Wrong Kind Of AIGenerative and deterministic AI are built for different work. In regulated environments, a system that can fabricate a plausible answer is the wrong kind of system.AI and industrial transformation · Compliance intelligenceForbes Technology Council
- What Target Is Doing Right in the Pandemic-Era E-Commerce RaceSupply-chain intelligenceForbes Technology Council
- Key Considerations When Selling Your Amazon FBA BusinessCompany buildingForbes Technology Council
- Why an Integrated Supply Chain Is Essential for Scaling E-CommerceA perspective on the operating foundation required to scale.Supply-chain intelligenceForbes Technology Council
- Five Steps for Preparing Your Brand to Sell on AmazonSupply-chain intelligence · Company buildingForbes Technology Council
Short form
Working notes published as they come up.
- AI features and AI-native are not the same thing.Systems where AI does the work, not just assists with it.AI and industrial transformationLinkedIn
- If your AI compliance platform can hallucinate, it shouldn't be your AI compliance platform.A confidently wrong answer in compliance isn't a UX issue — it's a detained shipment, a failed audit, a regulatory penalty.Compliance intelligence · AI and industrial transformationLinkedIn
- Compliance used to be a once-a-year problem.Manual effort climbs in a straight line; automated effort stays nearly flat as volume grows. The gap between those two lines is where the pressure is building for every manufacturer.Compliance intelligenceLinkedIn
Appearances
Podcasts, stage talks, and on-camera conversations.
- AI Agents as the Newest Members of the TeamHow AI agents are evolving from assistants into teammates and automating product compliance for manufacturers.AI and industrial transformation · Compliance intelligenceShift AI Podcast
- Ringing the Bell: Public Company LeadershipOn leading a public company and creating shareholder value.Leadership through changeNYSE Floor Talk
- Beckett CEO on Transforming the Collectibles IndustryA conversation on taking Beckett from a services business to a technology platform.Company building · Leadership through changeDave & Adam’s — The Chase
- From Mumbai to a NASDAQ TurnaroundWith host Tom Simpson on growing up in India, a career from Microsoft to Groupon to Amazon, and building the Kaspien team.Leadership through change · Company buildingIgnite Talks