Why Governance

Telemetry governance solves problems that observability tools cannot.

Observability platforms process logs after ingestion. By then, sensitive data has already spread, costs have already occurred, and compliance violations already exist.

Modern logs contain far more than debug messages

Ungoverned

{

"identifiers":"userId, sessionToken, requestId"// no schema, no controls
"customerData":"name, email, address, preferences"// no schema, no controls
"securityCtx":"authToken, ipAddress, accessPattern"// no schema, no controls
"opSignals":"errors, latency, throughput"// no schema, no controls

}

Unlike databases, logs have no schema enforcement, access controls, or audit trails.

Without governance, these issues become systemic

Sensitive data leaks into logs

PII, credentials, and protected data end up in observability platforms without detection.

Schema drift breaks dashboards

Log structures change without warning, breaking alerts and visualizations downstream.

Observability costs spiral

Verbose, ungoverned logs balloon ingestion costs with no visibility into what's being logged.

Audit teams lack traceability

No record of what governance policies exist, when they changed, or who approved them.

The Cerbi approach

01

Governance before ingestion

Cerbi introduces policy enforcement before logs reach observability platforms.

02

Logs validated against rules

Every log event is checked against governance rules for schema compliance and forbidden patterns.

03

Violations tracked

Non-compliant telemetry is flagged and tracked for investigation and remediation.

04

Governance posture measured

Compliance trends become visible and measurable across applications and teams.

The result

Telemetry becomes structured, compliant, and predictable.

Structured telemetry with consistent schemas
Compliant data flows with audit trails
Predictable observability costs
Measurable governance posture

Governance belongs in the pipeline, not the postmortem.

Talk to an architect about how Cerbi fits your environment.