The Missing Layer for Autonomous Agents: Introducing the Autonomous Company Interface (ACI)
The Problem
An AI agent can call thousands of APIs. It can write code, query databases, and invoke language models. But there's one thing it cannot do reliably:
Determine what an organization is, what it offers, and how it should be trusted — without scraping, inference, or bespoke integration.
When an agent reaches a company website, it sees pages designed primarily for humans — not a stable organizational contract. It can scrape text and make inferences, but it cannot reliably distinguish between a product, a pricing tier, a support contact, or a certification. It cannot reliably determine what identity claims, attestations, certifications, and supporting evidence the organization publishes, what APIs it exposes, or even which of its AI indexing tools are meant for autonomous consumption versus human reading.
