Telemetry for Governance
Governance without visibility is governance without proof.
Supporting telemetry that informs your governance decisions. Know the operational state of your governed AI.
Governance Without Proof
- Governance policies in place but no proof they work
- Drift detected weeks after it started affecting users
- Auditors asking questions you cannot answer
- Scattered signals with no unified governance view
- Compliance without evidence is compliance at risk
Governance You Can Prove
- Every governed interaction tracked automatically
- Drift detected in real-time with proactive alerts
- Governance effectiveness correlated with business outcomes
- Unified dashboards proving governance across all models
- Complete audit trail for compliance verification
Supporting Telemetry
The signals you need to prove governance is working—and catch issues early.
Operational Health
Track latency, throughput, and error rates across all governed models—supporting signals for governance.
Drift Detection
Automatic detection of data drift, concept drift, and model degradation—know when governance needs attention.
Governance Dashboards
Build dashboards that prove governance is working. Charts, tables, distributions—all customizable.
Proactive Alerting
Get notified via Slack, email, PagerDuty, or webhooks when operational metrics cross thresholds.
Audit Trail
Every AI interaction logged with full context—supporting auditability and compliance verification.
Enable Observability in Seconds
Create Your Agent
Define your agent and enable observability with a single flag. All interactions are automatically captured.
Data Flows Automatically
Inputs, outputs, latency, tokens, and metadata—all logged without additional code.
View in Real-Time
Access dashboards immediately. Build custom views. Set alerts. Everything in your SUPERWISE console.
import superwise as sw
# Create agent with observability enabled
agent = sw.agent.create(
name="customer-support-agent",
observability_enabled=True # That's it!
)
# All interactions are now tracked
response = agent.chat(
messages=[{"role": "user", "content": "..."}]
)
# View metrics in your dashboard
# - Latency distribution
# - Token usage over time
# - Error rates by model
# - User feedback scores
# - Cost per inference50+ Built-in Metrics
From classification accuracy to LLM token usage—we track what matters.
Works With Your Stack
Export metrics to your existing observability tools or use SUPERWISE dashboards.
Alerting
Slack, PagerDuty, OpsGenie, Email, Webhooks
Visualization
Datadog, New Relic, Grafana, Custom BI tools
Data Export
S3, BigQuery, Snowflake, REST API
Track & Monitor AI Systems
See how SUPERWISE provides real-time insights into AI systems with custom queries, dashboards, proactive alerts, and complete audit trails for compliance verification.
Related Platform Capabilities
As part of the SUPERWISE Platform, observability works together with other capabilities
Governance You Can Prove
Add supporting telemetry to your governed AI operations. Set up in minutes.
Related Content
Continue your journey: Explore related solutions, use cases, and resources to find your next step.