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

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.

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.

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.

As data undergoes reconstruction for cloud environments, the concept of identity has evolved, now encompassing not just individuals but also service accounts and principals. In this context, authorization emerges as the most genuine representation of identity. The complexities of a multi-cloud landscape necessitate an innovative and adaptable strategy to safeguard enterprise data effectively. Veza stands out by providing a holistic perspective on authorization throughout the entire identity-to-data spectrum. It operates as a cloud-native, agentless solution, ensuring that your data remains safe and accessible without introducing any additional risks. With Veza, managing authorization within your comprehensive cloud ecosystem becomes a streamlined process, empowering users to share data securely. Additionally, Veza is designed to support essential systems from the outset, including unstructured and structured data systems, data lakes, cloud IAM, and applications, while also allowing the integration of custom applications through its Open Authorization API. This flexibility not only enhances security but also fosters a collaborative environment where data can be shared efficiently across different platforms.

We detect, eliminate, and manage shadow access, which refers to unauthorized and unmonitored access to cloud data, applications, and infrastructure, ensuring that potential attackers cannot exploit these vulnerabilities. By adopting an automated and risk-focused strategy, we revolutionize cloud Identity and Access Management (IAM) operations to secure and oversee cloud data effectively. This approach enables cloud and security teams to swiftly analyze all data access patterns, including who is accessing the data, what they are accessing, when and where it happens, along with understanding the reasoning behind the access and its implications for cloud data security. Stack Identity safeguards cloud data by emphasizing both the risks and impacts associated with identity, access, and data vulnerabilities, all of which are illustrated through our real-time data attack map. We assist in addressing various access risks—both human and API-related—while guiding identity practitioners, governance, compliance teams, and data owners toward taking decisive actions. Additionally, we furnish SecOps and DevOps teams with a clear and transparent perspective on cloud security threats, enabling them to make informed decisions regarding data protection strategies. Ultimately, our comprehensive approach not only enhances security but also fosters a proactive culture of compliance and risk management within organizations.