Module · Observability

Tracing, logs, costs, latency, per agent, per call.

OpenTelemetry-native observability for agentic systems. Drill from aggregate KPIs to single-call replay.

Capabilities

What Observability ships with.

  • Full traces

    Every agent invocation, tool use, and model call traced end-to-end.

    trace 9a3f-2c81
    2.4s
    agent.invoke
    2400ms
    kb.search
    576ms
    model.gpt-5
    1248ms
    audit.write
    288ms
    4 spans · 1 model · 1 tool Open trace
  • Cost attribution

    Per-agent, per-tenant, per-feature cost breakdown.

    Cost · last 30d ₹2.07L
    • Aria · Sales SDR ₹84,200
    • Asha · Support ₹62,800
    • Riya · Reconciler ₹38,400
    • Vaidya · Claims ₹22,100
    12 agents · INR Breakdown
  • Latency analytics

    p50/p95/p99 with per-step breakdowns and regression alerts.

    Latency · last 1h healthy
    p50
    42
    p95
    184
    p99
    412
    p95 · trend (ms)
    Alert · p95 > 250ms Drill
  • Replay

    Replay any production call against a new agent version for regression testing.

    Replay diff v2.4 → v2.5
    prod · v2.4 412ms · ₹0.84

    “Refund of ₹4,820 approved per RBI TAT…”

    candidate · v2.5 284ms · ₹0.71

    “Refund of ₹4,820 approved per RBI 2024-08 TAT…”

    −31% latency · −15% cost Promote v2.5
Integrates with

Plays nicely with the rest of the platform.

  • Every module

    One trace surface across Build, Govern, and Run, no silos.

  • OpenTelemetry

    OTLP-native, point at your existing collector pipeline.

  • Datadog · Grafana · Splunk

    Vendor-neutral. Ship to whoever your SRE team already uses.

30-minute demo. Your environment. No screenshare theatre.

Live walkthrough with an architect. Watch the module do exactly what we say it does. Your data, your stack, your guardrails.

Book a demo