Operational visibility
for every execution
Org Systems AI turns agent and workflow execution into observable, queryable events — with node health, usage and cost visibility, and audit-ready timelines across every runtime in your organization.
You can't govern what you can't see
Agents that run across desktop, browser, and cloud nodes generate activity that's easy to lose track of. Org Systems AI centralizes execution events, node health, and usage data into one operational picture, so platform teams and admins always know what's running, where, and at what cost.
Execution visibility
Event timelines for every agent run
Step-by-step timelines
Every execution is broken into events — dispatch, tool calls, approvals, retries, completion — in a single ordered timeline.
Fast failure diagnosis
When an agent fails, the exact step, input, and error are captured, so debugging doesn't mean guessing.
Searchable event history
Query execution history by agent, workflow, user, or organization to answer "what happened here" in seconds.
Node & runtime health
Know the state of every runtime node
Desktop, browser, and cloud runtime nodes report health, lease status, and capacity continuously. Platform teams get a live view of which nodes are online, which are under load, and which need attention — before a failing node becomes an incident.
Live heartbeat and lease status across all runtime node types. Capacity and throughput metrics per node and per organization. Early warning on degraded or unresponsive nodes.
Usage & cost
Know what AI usage is actually costing you
Model and token usage
Track usage by model, agent, workflow, team, and organization — down to the individual execution.
Cost attribution
Roll usage up into cost by department or project, so budget owners see exactly where spend is going.
Budget and anomaly signals
Spot unusual usage spikes early, before they turn into a surprise bill or a policy violation.
Routing-aware reporting
Because usage ties back to model routing decisions, you see not just what was spent, but why that model was chosen.
Operational review
Observability is half of governance
Execution events, node health, and usage data don't stop at dashboards — they feed directly into the audit trails and policy review that security and compliance teams rely on. Observability tells you what happened; governance tells you whether it should have.
See Security & Governance →Get operational visibility into your organization's AI
Request early access to see execution timelines, node health, and usage data in action.