Easily Reduce and Eliminate Low-Value Data

Are you challenged by:

Data overload that causes noise and inefficiency

‍High data cost of storing, processing, and handling large volumes of data

‍Vendor lock-in with reliance on expensive tools and data costs

‍Unexpected data growth from custom applications leading to high observability costs.

Mezmo can help you optimize your data to reduce costs by as much as 80%.

As the complexity of your applications and systems grows, so does the volume and complexity of the telemetry data they produce. Simply understanding what data is being sent to your observability and storage solutions is almost impossible, let alone whether it is appropriately structured and formatted for its intended use.

Solution:
With features of Mezmo Active Telemetry Platform, like data profiling, you can gain an in-depth understanding of your data. At the same time, pipeline processors enable you to separate the signal from the noise, and make sure your data is optimized to provide exactly the information you need.

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Log Volume Reduction

Mezmo sits as an intelligent pre-processing layer in front of your observability solution, giving you the power to filter, transform, and route telemetry data before it incurs costs and complexity.

Control Data

Control data volume and costs by identifying unstructured telemetry data, removing low-value and repetitive data, and using sampling to reduce chatter. Intelligent routing rules help to send certain data types to low-cost storage to optimize costs.

Out-of-the-box Processors

Various processors, such as Filter, Reduce, Sample, Dedupe, and Route, are available to send the right volume of data to the right destination for cost optimization and maximizing observable surface area.

Granular Destination Control

Use Mezmo for easy data routing to various destinations, simply and directly. Out-of-the-box integrations and standard protocols help deliver filtered data from your pipeline to the destination of your choice. Take advantage of a growing set of data processors and destination integrations for the most control.

Key Capabilities for Log Volume Reduction

Capabilities focus on handling a wide range of data, even when it's messy or inconsistent. They are also addressing any issues with data accuracy and its structure.

Filter, Sample & Reduce

Remove low-value logs (DEBUG/INFO) to reduce noise and manage costs effectively. Learn more about supported processors.

Retain & Route

Decide what stays hot, what moves to cold storage (S3, Azure Blob, GCP), or gets dropped. Learn more about supported destinations.

Data Compliance

Redact, encrypt, or mask sensitive/PII data before reaching consumers.

Live Tail + Replay

Stream telemetry data in real-time and replay buffered events for instant incident investigation without waiting for indexing or storage delays.

Data Profiling

Continuously analyze telemetry patterns to identify high-volume, low-value data streams and provide actionable recommendations for cost optimization. Learn how to use data profiling.

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.

Real Results from Real Teams

See how teams like yours are winning with Active Telemetry

50%

Data Volume Reduction

"Mezmo helped us reduce our overall telemetry data volume by 50% by filtering and parsing data to ensure we only indexed the fields we actually needed."

— Netlink Voice

30-50%

Faster MTTR

"Teams using Mezmo consistently reduce mean time to resolution by 30-50% through cleaner, more relevant data feeding into their observability platform."

— Platform Engineering Team

85%

Cost Reduction

"Using Data Profiler, we discovered we were sending massive amounts of verbose health check logs. Mezmo helped us create cost metrics and optimize our pipeline."

— Schier Engineering