supply+scale

Tactical insights on scaling, navigating the landmines of growth, and using AI to build leverage, drawn from real-world experience.

Featured Posts

You’re Not Stuck. You’re Just Scaling Through Friction.

John Han

The Margin Stack

How AI Turns Tariffs Into Your Next Margin Advantage

John Han

Are the Tariffs a Strategic Reset? Navigating the New Economic Playbook

John Han

Archive

What Can Be Done: Driving More Leads and Closing More Sales with AI + Intelligence

Traffic without conversion is noise. Here’s how to fix it, and scale smarter.

John Han

Are the Tariffs a Strategic Reset? Navigating the New Economic Playbook

John Han

The Real Reason You’re Burned Out? Hidden Systemic Drag

John Han

The Margin Stack

How AI Turns Tariffs Into Your Next Margin Advantage

John Han

How Teams Are Using AI to Lower CAC and Close Faster

The AI-Powered GTM Loop (That Actually Works)

John Han

You’re Not Stuck. You’re Just Scaling Through Friction.

John Han