Research
Our thinking on AI-native commerce, trust, and the future of business.
The AI-Native Decade
Why this moment in time changes everything. A manifesto for the new era of business.
Symbiosis: Rethinking Discovery
How businesses find customers when AI intermediates every interaction.
Trust at Scale
Building trust in AI-mediated commerce. Trust Score, LMIF, and privacy-first design.
Why SMBs, Why Now
The market opportunity. Why small and medium businesses are the key to AI-native commerce.
The Protocol Gap
Why AI commerce needs new standards—and what happens to businesses that don't adopt them.
Safety & IP Protection
Protecting what you've built in an age of AI. LMIF, content provenance, and creator rights.
Architecture Principles
The design philosophy behind AI-native business infrastructure. Why the choices we made matter.
The Dilution Trap
When everyone can make content, nobody can be heard. Why attention abundance requires new protocols.