Ankole
An open-source enterprise agent harness that assembles company knowledge, live signals, permissions and tools into context for AI agents, and preserves their state and authority across model calls.
Ankole is an enterprise agent harness built to give AI agents durable context: it assembles current company knowledge, enforces authority and permissions, preserves state across model calls, and records results for later decisions. A Company Brain component gives every authorized agent access to the same organizational knowledge, with each claim keeping its source, time, holder, confidence and audience.
Messages, schedules, webhooks, market changes and internal events can wake the right agent. Stable identities, authorization checks, approval points, audit records and delivery state define what each agent is allowed to do, and new evidence or observed outcomes update the context available for later decisions while keeping the history of earlier ones visible.
It runs on infrastructure the company controls, so identity, credentials, artifacts and audit records stay in that environment, and it is written in Elixir.