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OBS · Use Case Study

Observability

Live telemetry across agents, tools, and every system they touch.

A unified plane for watching what your agents observe, decide, execute, and verify — with traces, costs, and policy outcomes joined on a single timeline.

Scope a OBS pilotSee the runtime →

01 · Baseline

The coordination tax, measured.

Pre-agent metrics captured across observability workflows during the Phase 01 read-only observation window.

Agent traces correlated

0%

Across LLM, tools, and downstream systems

Cost visibility

Monthly invoice

Per provider, not per workflow

Drift detection

Manual

Reactive, after incident

02 · Architecture

How the agent core integrates.

Bounded actuation framework wraps every tool. No raw access — typed surfaces, scoped credentials, policy-bound writes.

  1. 01

    OpenTelemetry-native

    Every agent step emits OTel spans — LLM calls, tool invocations, policy decisions, verify outcomes.

  2. 02

    Cost + quality joined

    Per-workflow $ + latency + success rate dashboards, sliced by tenant, policy, model.

  3. 03

    Drift + eval loop

    Continuous offline + online evaluation; auto-flag regressions before they hit production blast radius.

03 · Outcomes

Steady-state, after Day 60.

Measured against the Phase 01 baseline. Every number is reconciled by the same audit fabric your CISO already trusts.

Trace correlation

0%

End-to-end across the stack

Cost per workflow

Real-time

Down to the policy decision

MTTD on drift

< 0 min

Versus days, baseline

04 · Rollout

60 days. Three milestones.

Reversible at every step — rollback in < 60s.

  1. Phase 01

    Days 1–20

    Read-only observation

    Agent senses, plans, and shadows live traffic. Zero write surface. Baseline metrics captured.

  2. Phase 02

    Days 21–45

    Supervised execution

    Every action drafted by the agent, 1-click human approval, immutable audit trail signed off.

  3. Phase 03

    Day 46+

    Bounded autonomy

    Full Observe → Decide → Execute → Verify loop. HITL retained only on high-risk thresholds.

Governance

Controls shipped with this workflow.

Aligned to OWASP Agentic Top 10 (2026) and ISO 42001.

  • PII-safe span attributes
  • Tenant isolation
  • Retention policies
  • SOC2 logging evidence
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90-minute discovery workshop

Map this study to your OBS stack.

We baseline your workflows, walk the 60-day staircase, and leave you with a deployment plan — not a pitch deck.

Book workshopCompliance matrix →
SOC 2 Type II — Aligned
ISO 27001 + 42001 — Aligned
EU AI Act Art. 12 — Aligned
OWASP Agentic 2026 — Aligned