Run and request logs
Inspect what agents started, stopped, streamed, scheduled, and completed.
Observability and Cost Control
See what agents do and what they cost
Bewize treats observability and cost control as control-plane responsibilities. Operations teams need attribution across runs, requests, schedules, models, token usage, tenants, teams, and agents before AI spend becomes invisible.
Operational visibility for managed agents
The current Hermes Hub evidence supports run lifecycle, event streaming, usage attribution, redacted business metrics, and aggregate usage metrics. Budgets, limits, alerts, and richer cost-control UI should be described as platform direction unless backed by implementation evidence.
Observability rollups
Runs, requests, schedules, token usage, and model usage roll up by tenant, model, and day.
RunsEventsTokensModelsBudgets
Usage attribution
Attribute model and token usage by tenant, model, day, and tenant plus model.
Policy controls
Constrain expensive models, tools, or runtime behavior through central policy.
Operational outcome
Operations can govern AI activity and spend with evidence instead of assumptions.
Discuss AI observability
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