Keplaria keeps governing that supplier for months afterwards.
A fleet of agents onboards a supplier, screens it for sanctions, and then stays with it — requesting certificate renewals, applying a purchasing hold when evidence goes overdue, and releasing that hold when valid new evidence arrives. An LLM coordinator proposes which specialists should run; a deterministic policy layer decides, against a versioned catalog. Nothing reaches the ERP except through an outbox, and a human can stop any case on the way.
An agent that runs for minutes can afford to improvise. One that stays accountable for months cannot — which is why the model only proposes here, and a versioned, deterministic policy decides. The name marks that line. Kepler’s breakthrough was not noticing that planets move; everyone could see that. It was showing that their motion obeys law: predictable, calculable, correctable. That is what lets you launch a case once and have it stay up without constant thrust — when compliance decays, and a certificate nears expiry, policy fires a small correction: a renewal request, a purchasing hold, a hold release. Spacecraft engineers call those corrections station-keeping. So do we.
The console is public and read-only. A case shows what the coordinator proposed, what policy actually engaged, the screening candidates and why one of them needed a person, and every command — including the ones policy refused. A case stopped for a human says so plainly, and says that nothing has been written.
Agent Development Kit · Gemini · Agent Runtime · Cloud Run · Firestore · Pub/Sub · ERPNext · OpenTelemetry