Insights

Research and thought leadership on autonomous commerce, AI agents, trust infrastructure, and enterprise deployment.

The Infrastructure Layer Problem

Why autonomous AI commerce needs a dedicated trust infrastructure layer, and what happens when you try to build without one.

When AI agents negotiate contracts, ambiguity becomes liability. How semantic precision enables autonomous commerce at scale.

How do you establish trust when nobody has transaction history? The cold-start problem for autonomous agent networks.

Separating what blockchain actually enables for AI agents from what's just marketing. A pragmatic technical assessment.

The EU AI Act, state privacy laws, and industry regulations are reshaping how AI systems must be built. Is your infrastructure ready?

When AI agents from different organizations need to work together, coordination becomes the critical challenge.

The gap between AI demos and enterprise production is vast. What it actually takes to deploy AI at Fortune 500 scale.

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