You're paying to move, store, and process garbage. What if you fixed it before it left the source?
Gartner's framework defines three continuous processes. Expanso implements all three at the source.
Add context, meaning, and lineage at creation. Stop reverse-engineering what fields mean.
Learn About AlignmentValidate schemas, detect anomalies, filter bad data before it moves. Invalid records go to dead-letter queues.
Learn About QualificationEnforce compliance at origination. PII masking, data sovereignty, regulatory requirements - automated.
Learn About GovernanceBy the time data reaches your warehouse, you've already paid to move and store it. If it's bad, you pay again to clean it.
Quality issues, missing context, compliance violations - fixed before data moves.
Filter noise, duplicates, invalid data before it hits Snowflake, Databricks, or Splunk.
Data sovereignty, PII masking, regulatory requirements - enforced automatically.
Clean, contextualized data available immediately. No overnight batch jobs.
Sensor data across distributed naval assets with strict compliance.
Learn MoreReal-time data from thousands of IoT sensors and cameras.
Learn MoreGDPR, HIPAA, CCPA, data sovereignty enforced at origin.
Learn MoreReduce Splunk and warehouse costs by filtering at the edge.
Learn MoreAlignment, Qualification, Governance - at the source where data is created.