How AI agents interact with business identity infrastructure — trust frameworks, data requirements, and the architecture of agentic verification.
4 articles
Articles
Know Your Agent (KYA) vs. KYB: Two Trust Problems in Agentic Commerce
KYA and KYB aren't competing frameworks for agentic identity — they solve different problems at different layers. Here's how they fit together.
10 min read
Perpetual KYB: The Data Infrastructure Requirements No One Talks About
Perpetual KYB is a data infrastructure problem as much as a workflow problem. Here's what continuous business monitoring actually requires.
12 min read
The Business Identity Stack for Agentic AI
Map each layer of the business identity stack — from raw data to agent decisioning — and what each layer requires for reliable AI-driven KYB.
13 min read
Why AI Agents Hallucinate About Businesses — and What Ground-Truth Data Does About It
AI agents make confident errors about business identity. Here's why the problem is structural and what a reliable data layer requires.
11 min read