Observability Pipelines from Datadog has integrated with platforms like SentinelOne Singularity Data Lake, enabling the collection and processing of security logs in a cost-effective manner. This integration allows users to collect various types of EDR logs, including activity logs, threat logs, alert logs, file and registry change logs, and aggregate them into a standard format for routing to SentinelOne. The platform also provides features such as parsing, standardizing, enriching, filtering, deduping, and sampling logs to control log volumes, identify threats in real-time, and generate metrics to reduce the volume of logs sent to SentinelOne. With Observability Pipelines, users can centralize log processing, avoid vendor lock-in, and start routing data to SentinelOne Singularity Data Lake by setting up the destination and environment variables.