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OBS · Illustrative scenario
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.
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.
Drift + eval loop
Continuous offline + online evaluation; auto-flag regressions before they hit production blast radius.
03 · Outcomes
Steady state, after rollout.
Illustrative scenario. Illustrative targets against a Phase 01 baseline — not published results.
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
Three phases. Timing agreed per engagement.
Reversible at every step: Agents open draft pull requests. A person approves every merge.
Phase 01
Discovery
Read-only observation
Agent senses, plans, and shadows live traffic. Read-only access. Baseline metrics captured.
Phase 02
Pilot
Supervised execution
Every action drafted by the agent, 1-click human approval, and an audit trail in Git: Agents open draft pull requests. A person approves every merge.
Phase 03
Rollout
Bounded autonomy
Full Observe → Decide → Execute → Verify loop. HITL retained only on high-risk thresholds.
Governance
Controls shipped with this workflow.
Mapped to the OWASP Agentic Top 10 (2026): a control map, not an assessment. Mapped · not certified or audited.
- PII-safe span attributes
- Tenant isolation
- Retention policies
- Logging evidence for your SOC 2 audit
90-minute discovery workshop
Map this study to your OBS stack.
We baseline your workflows, walk through the phased rollout, and leave you with a deployment plan — not a pitch deck.