Best Data Security Posture Management (DSPM) Software for Google Cloud BigQuery

Satori is a Data Security Platform (DSP) that enables self-service data and analytics for data-driven companies. With Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. That means your data consumers get data access in seconds instead of weeks. Satori’s DSP dynamically applies the appropriate security and access policies, reducing manual data engineering work. Satori’s DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously classifies sensitive data in all your data stores (databases, data lakes, and data warehouses), and dynamically tracks data usage while applying relevant security policies. Satori enables your data use to scale across the company while meeting all data security and compliance requirements.

Immuta's Data Access Platform is built to give data teams secure yet streamlined access to data. Every organization is grappling with complex data policies as rules and regulations around that data are ever-changing and increasing in number. Immuta empowers data teams by automating the discovery and classification of new and existing data to speed time to value; orchestrating the enforcement of data policies through Policy-as-code (PaC), data masking, and Privacy Enhancing Technologies (PETs) so that any technical or business owner can manage and keep it secure; and monitoring/auditing user and policy activity/history and how data is accessed through automation to ensure provable compliance. Immuta integrates with all of the leading cloud data platforms, including Snowflake, Databricks, Starburst, Trino, Amazon Redshift, Google BigQuery, and Azure Synapse. Our platform is able to transparently secure data access without impacting performance. With Immuta, data teams are able to speed up data access by 100x, decrease the number of policies required by 75x, and achieve provable compliance goals.

Data is being reconstructed to be used in the cloud. Identity is now defined in a broader sense than just humans. It includes service accounts and principals. Authorization is the most true form of identity. In the multi-cloud world, a dynamic and novel approach is needed to secure enterprise data. Veza is the only solution that can provide a comprehensive view of authorization for your identity-to data relationships. Veza is an agentless, cloud-native platform that poses no risk to the data or availability of your data. We make it simple for you to manage your authorization across your entire ecosystem of cloud services so that you can empower users to securely share data. Veza supports critical systems such as unstructured data, structured data, data lakes, cloud-based IAM and apps from the start. You can also create your own custom applications by leveraging Veza’s Open Authorization API.

As enterprise data explodes and is scattered across multiple systems, the oversight of privacy, data security and governance has become a very difficult task. Businesses are exposed to significant risks, including data breaches, privacy suits, and penalties. It takes months to find data privacy risks within an organization. A team of data engineers is involved in the effort. Data breaches and privacy legislation are forcing companies to better understand who has access to data and how it is used. Enterprise data is complex. Even if a team works for months to isolate data privacy risks, they may not be able to quickly find ways to reduce them.

We identify, eliminate, and govern shadow access, unauthorized, unmonitored, and invisible access to cloud applications, data, and infrastructure, before an attacker can exploit this. We transform cloud IAM with an automated, risk-driven approach for securing and managing cloud data. This allows cloud and security teams quickly identify data access patterns; who, what and when data is accessed, and its impact on cloud security. Stack Identity protects data in the cloud by prioritizing and visualizing the impact of identity, data and access vulnerabilities. We help you remediate both human and API-based access risks, guiding identity practitioners and governance and compliance teams, as well as data owners, to take definitive actions and provide SecOps, DevOps, and SecOps teams, with an honest view on cloud security risks.