Chronosphere-Style Data Pipeline

Shape Your Data Before Storage

Filter noisy data, transform formats, enrich with metadata, redact PII, and route to multiple destinations—all before a single byte hits storage. Reduce costs by 50% or more.

Sources
OTLP, Fluent, Kafka
Filter
Drop noisy data
Transform
Parse, normalize
Enrich
Add metadata
Redact
Remove PII
Route
Multi-destination

Pipeline Capabilities

🚫

Smart Filtering

Drop debug logs, health checks, and noisy metrics before they cost you money.

  • • Drop by severity, service, pattern
  • • Sample high-volume events
  • • Rate limit per source
  • • Deduplicate repeated logs
🔄

Data Transformation

Parse, normalize, and reshape data into consistent formats.

  • • Parse JSON, logfmt, regex
  • • Rename, remove, add fields
  • • Normalize timestamps
  • • Custom scripting

Metadata Enrichment

Add context from Kubernetes, cloud providers, and external sources.

  • • Kubernetes pod/node metadata
  • • GeoIP location lookup
  • • Static tag injection
  • • External API lookups
🔒

PII Redaction

Automatically detect and mask sensitive data for compliance.

  • • Email, phone, SSN detection
  • • Credit card masking
  • • Custom regex patterns
  • • Hash instead of remove
🔀

Multi-Destination Routing

Send data to multiple destinations based on content or tags.

  • • S3 for long-term archive
  • • Kafka for streaming
  • • Elasticsearch, Splunk HEC
  • • Conditional routing rules
🎯

Intelligent Sampling

Keep what matters, sample the rest for massive cost savings.

  • • 100% of errors, sample healthy
  • • Keep slow traces (>1s)
  • • Head & tail sampling
  • • Consistent trace sampling

Ingest From Anywhere

Native support for all major telemetry protocols and sources.

📡
OTLP
gRPC & HTTP
🔵
Fluent Bit
Forward protocol
📋
Syslog
RFC 3164/5424
🟠
Kafka
Consumer
☁️
CloudWatch
AWS Logs
🟣
Splunk HEC
HTTP Events
📄
HTTP JSON
REST API
📁
File Tail
Local logs

Typical Savings

40%
Drop debug logs & health checks
60%
Sample healthy traces at 10%
30%
Aggregate high-cardinality metrics

Real Cost Savings

Teams using Telemetry Pipeline see significant cost reductions.

M
Media Company
100TB logs/month

"Drop filters removed 60% of DEBUG logs. We're saving $15K/month without losing any production visibility."

60% data reduction
H
Healthcare Tech
HIPAA compliant

"The redaction rules automatically mask PHI before storage. Compliance team loves it."

Automated PII masking
G
Gaming Studio
10M events/sec peak

"Trace sampling keeps 100% of errors while sampling normal traffic at 10%. Huge storage savings."

90% trace reduction

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