The big data tools of a decade ago were reliant on batch processing, tightly coupled compute, and manual oversight, all of which are fundamentally incompatible with that architecture. Cirata seamlessly moves, manages, and modernizes data from legacy platforms, or on-premises environments, to cloud or multi-cloud architectures without downtime, re-writes, or business disruption.
Most organizations know their Hadoop or legacy environments are holding them back. The real question is how to get out of it without breaking what's already running. Cirata makes migration fast, safe, and continuous, all with eliminating the risk and disruption that has historically made data modernization projects so difficult.
Common pitfalls on the road to data modernization



Data modernization isn't preparation for AI.
It's the prerequisite.
Implementing technology and data infrastructure shows meaningful contributions to AI success
—McKinsey, The State of AI in 2025