Telemetry Pipelines
Process telemetry before unnecessary data becomes downstream cost
SAB Consulting reviews how logs, metrics and traces move from applications and infrastructure to storage and observability platforms, then identifies where filtering, transformation, aggregation, sampling and routing can improve efficiency.
The problem
Once high-volume telemetry reaches a commercial backend, the cost may already have been incurred. Teams need a controlled processing layer that reduces noise without removing evidence required for operations, security or compliance.
What we assess
- Telemetry sources and collection agents
- Pipeline topology and failure behaviour
- Filtering and exclusion rules
- Transformation and normalization
- Aggregation and metric generation
- Trace sampling
- Redaction and sensitive-data handling
- Routing to multiple backends
- Buffering, retry and backpressure
- Pipeline observability
- Ownership and change control
- OpenTelemetry Collector, Logstash and vendor pipelines
What you receive
- An end-to-end telemetry data-flow map
- Prioritized pre-ingestion optimization opportunities
- Recommended processing policies
- Resilience and capacity findings
- Governance and testing requirements
- Implementation roadmap
Who this is for
Platform and SRE teams managing high-volume telemetry environments where downstream observability cost is growing faster than the operational value delivered by the data being collected, stored and queried.
Frequently asked questions
Yes, if it is introduced without evidence and validation. Recommendations must include safeguards, testing, rollback criteria and explicit exceptions for critical telemetry.
Yes. Multi-destination routing can be designed where the business case and operating model justify it.
Related services
Start with a focused assessment
Share the platform, cost or reliability problem you are trying to solve. SAB Consulting will help define the right assessment, the evidence required and the practical next step.