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The pipeline that powers Active Telemetry Shape, enrich, and route telemetry data in real time—before it hits your observability tools. Reduce costs, increase control, and accelerate incident response with Mezmo's Telemetry Pipeline. Schedule demo Smarter data, better observability Telemetry Pipeline is the real-time engine behind Mezmo's Active Telemetry approach. It sits between your telemetry sources and your observability platforms—giving you full control over what gets ingested, where it goes, and how it behaves. Filter & reduce Enable operational AI in minutes with context engineered data sets. Give your agents simple prompts with context fueled accuracy reducing the window of failure to almost none. Active engagement Give devs the flexible use of AI to access and act on any high-context telemetry, right within their workflows for a superior experience—without putting budget, performance, or control at risk. Active routing Process telemetry in-stream to accelerate Root Cause Analysis (RCA) with an agentic SRE. Extract key information and spot anomalies with full context – before data is ever stored. Active analysis Direct data with intent, reshape and normalize for agentic and human consumption, including "easy button" migration to Open Telemetry. Separate signal from noise by its value, triggering automated actions to dodge spikes or flag faults in real time. Telemetry pipeline benefits Enrich, reduce, and transform telemetry at the source Eliminate noisy logs, redundant traces, and expensive metric sprawl Feed clean, contextual data to observability stacks and AI systems Transform your observability strategy Process telemetry data before it reaches your observability tools, and gain unprecedented control over data quality, volume, and business value. Cost control Slash observability spend by eliminating low-value telemetry. Faster MTTR Live tail and tail-based sampling for instant troubleshooting. Platform agility Support OTel, CI/CD, and multi-cloud with code-driven pipelines. Developer enablement Self-service debugging with platform guardrails. Key capabilities for telemetry pipelines Live tail + replay Stream telemetry data in real-time and replay buffered events for instant incident investigation without waiting for indexing or storage delays. Tail-based sampling Make intelligent sampling decisions after seeing complete trace spans, ensuring critical errors and anomalies are always captured while dropping routine traffic. Data profiling Continuously analyze telemetry patterns to identify high-volume, low-value data streams and provide actionable recommendations for cost optimization. Pipeline-as-code Define, version, and deploy telemetry pipelines using declarative configuration files integrated with your existing CI/CD workflows and infrastructure-as-code practices. Responsive pipelines Automatically adapt pipeline behavior based on real-time conditions, scaling processing capacity and adjusting sampling rates to maintain performance during traffic spikes. Data enrichment Enhance telemetry data with contextual metadata from external sources, standardize formats, and add business context to improve observability and enable better analysis. Cardinality management Monitor and control metric cardinality in real-time to prevent exponential cost increases from high-cardinality tags while preserving essential dimensional data. Metric aggregation Transform thousands of custom metrics into high-value aggregates (p95, p99, averages) to slash observability costs while improving signal quality downstream. Explore more Browse resources to learn more about how it works How to cut observability costs with synthetic monitoring and responsive pipelines Blog How to cut observability costs with synthetic monitoring and responsive pipelines Read now How 10 Mezmo customers used telemetry pipelines to streamline data and cut noise eBook How 10 Mezmo customers used telemetry pipelines to streamline data and cut noise Read now Top five reasons telemetry pipelines should be on every engineer’s radar Blog Top five reasons telemetry pipelines should be on every engineer’s radar Read now Gartner® market guide for telemetry pipelines Analyst report Gartner® market guide for telemetry pipelines Read now Get control of your telemetry Before it controls you Schedule demo Platform Agentic SRE Governance Integrations Pricing Pricing Talk to an engineer Solutions SRE agent for root cause AI-ready context engineering OTel Migrations For developers For platform engineers For site reliability engineers Resources AURA Docs Mezmo Docs Support Blog Recipes Learn Demos Events Resource library About Company News Culture Customers Partners Legal Security & compliance Privacy policy Terms of service Cookie policy Manage your cookie AI policy SLA DPA BAA MSA © 2013-2026 Mezmo, all rights reserved.