Data is collected and transmitted to the vendor's cloud for processing and storage.

Runs in your Kubernetes cluster, providing full control before data leaves your system.

Data is transmitted to the vendor, where you configure the rules. To eliminate incurring additional fees on data you can create rules to delete data you don’t need for PII Redaction.

Programmable modules allow you to identify, anonymize (redact PII), or drop sensitive data at the source.

Billing is typically based on the sheer volume of data ingested, regardless of data value or sensitivity.

Automatically filter and sample noisy or unnecessary data (like traces and logs) to dramatically reduce the volume you pay your vendor to store and analyze data.

Primarily focused on collecting raw data and sending it to your own backend, with minimal in-flight filtering.

A programmable, OpenTelemetry-based layer between your applications and vendors. Continue using your existing agents (proxying them).

Filtering is often simple and stateless, often limiting complex, intelligent decisions. We add context based on the complete context of an event.

Retain all related logs, metrics, and traces in-memory to enable sophisticated, high-context filtering decisions.