tracking

Every conversation traced. Every decision explained.

You communicate with agents through conversation threads organized in Spaces. Every instruction, every response, every tool-call and every decision is recorded with a complete trace. Your data stays with your organization, not with an AI provider.

  • Spaces with conversation threads

    Each Space groups the threads of a team, a process or a customer. Parallel threads, shared context, explicit handoff between agents and humans.

  • Trace + Reinforcement Learning

    Every tool-call, every API request and every decision is visible. Those traces feed reinforcement learning and reflection loops that improve the agent — without sending your data to a third-party model.

  • Immutable audit log, your data

    Append-only history for regulatory compliance. Every conversation, every actioned knowledge, every output: lives in your infrastructure, under your control.

how it looks

One thread, two views: conversation and trace

The same working thread as your team sees it — a conversation — and as audit sees it: the exact sequence of calls, decisions and learning behind every response.

Space · Finance · Hotel HEthread #042

Daily closing · Jun 16