Responsible AI

Models can propose. AgentStructure's job is the structure around that proposal: which entity was resolved, which source was read, which permission was missing, and which action is allowed.

Systems we ship are not supposed to fill gaps with plausible records. A missing sale, filing, job, or contract is a missing record. Identification of an object is a hypothesis until entity resolution and source data support it.

An agent can rank or draft, and a confirmed person or policy authorizes the action. A price, a purchase or a publication is never chosen silently.

Securities information, employment matching, and prediction markets are easy to over-read. Those products, as specified, are informational. They do not trade, hire, fire, or wager.

We do not claim a specific model is unbiased, certified, or suitable for a regulated decision. We do not claim human review of every future output unless a product page says that review exists.

Concerns about an output or a specification: support@agentstructure.ai.