AWS Splunk Migrator

Splunk has a very mature language for data manipulation and dashboard creation however it is very expensive to run and operate. Clients are looking for alternatives to Splunk including OpenSearch, a cheaper Opensource alternative. However translation of Splunk functionality to OpenSearch is complex and there is not a lot of documentation on it available given that OpenSearch is a relatively new alternative to Splunk.

The APEX Splunk Migrator automates conversion of Splunk SPL queries into OpenSearch PPL (or other Opensearch based languages), allowing organisations to transition their existing dashboards, alerting, and data analysis pipelines without rewriting queries manually. The system uses AI agents to interpret SPL, generate equivalent OpenSearch queries, and validate accuracy through feedback loops, reducing manual effort and errors.