Datos IO

About Datos IO

Datos IO, founded in 2014 by Tarun Thakur and Dr. Prasenjit Sarkar, specialized in application-aware data management for cloud-native environments. Thakur, the CEO, brought product strategy and systems technology experience from his time at Data Domain (EMC), while CTO Sarkar was a former Master Inventor at IBM Research with extensive knowledge in storage products and big data. Their combined expertise addressed a critical market gap: providing robust backup and recovery solutions for the increasing number of enterprises adopting NoSQL databases and big data file systems.

The company's core business centered on its flagship software platform, RecoverX. This platform was engineered to protect applications built on NoSQL databases like MongoDB, Cassandra, and Amazon DynamoDB, as well as big data file systems such as Cloudera and Hortonworks. Datos IO's business model was based on an annual subscription license for its RecoverX software, which could be deployed either on-premises or in the cloud. The clientele consisted of large enterprises, including several Fortune 100 companies like eBay, Verizon, Home Depot, and Barracuda Networks.

RecoverX offered a departure from traditional data protection methods, which often focused on the virtual machine or storage level. Instead, it provided an application-centric approach, enabling granular, point-in-time recovery of data within distributed databases. Key features included what the company termed "semantic deduplication," designed to reduce secondary storage costs by up to 70%, and "Consistent Orchestrated Distributed Recovery (CODR)," an architecture that ensured application-consistent backups without the need for traditional media servers. This technology allowed for cloud mobility, test/dev refresh, and in-place analytics, addressing the needs of DevOps and application teams in a multi-cloud world. After raising approximately $15.3 million in funding, the company was acquired by Rubrik in February 2018. Following the acquisition, Datos IO became a new business unit within Rubrik, led by Thakur, to continue developing and integrating its technology into Rubrik's broader cloud data management platform.