Querio: The Secure NLQ Platform (SOC2, RLS, and More)
Business Intelligence
Aug 25, 2025
Explore how a secure analytics platform simplifies data access and compliance with advanced security measures like SOC 2 and Row-Level Security.
Querio makes accessing data simple and secure for businesses. It allows users to ask questions in plain English and get immediate insights, eliminating the need for SQL expertise. But this convenience comes with risks, especially when handling sensitive data. Querio addresses these risks by focusing on security and compliance, ensuring data is protected at every step.
Here’s how Querio guarantees secure analytics:
SOC 2 Type II Certification: Meets strict U.S. standards for data security, availability, and privacy.
Row-Level Security (RLS): Controls data visibility based on user roles to prevent unauthorized access.
Live, Read-Only Connections: Queries data directly without duplication, reducing exposure.
Encryption: Uses AES-256 for data at rest and HTTPS/TLS 1.3 for data in transit.
Querio integrates with popular databases like Snowflake, BigQuery, and Postgres, ensuring seamless compatibility with existing systems. Pricing starts at $14,000/year, with options for add-ons and self-hosted deployment. Designed for U.S. businesses, Querio combines security, ease of use, and compliance to simplify analytics while safeguarding your data.
SOC 2 Compliance: How Querio Protects Your Data
Understanding SOC 2 Compliance
SOC 2, short for Service Organization Control 2, is a widely recognized standard for data security, developed by the American Institute of Certified Public Accountants (AICPA). It assesses how organizations protect customer data based on five key trust principles: security, availability, processing integrity, confidentiality, and privacy.
In the U.S., SOC 2 certification signals a commitment to stringent security measures and regular auditing. There are two types of SOC 2 reports: Type I, which evaluates the design of controls at a specific point in time, and Type II, which examines how effectively those controls operate over a period.
How Querio Meets SOC 2 Type II Standards
Querio has adopted comprehensive measures to meet SOC 2 Type II standards. The platform ensures data security by using read-only database connections and encrypted credentials during live database interactions. These practices minimize risks and safeguard your data throughout the querying process. On top of that, Querio’s 99.9% uptime Service Level Agreement (SLA) underscores its commitment to reliability and consistent performance.
SOC 2 Benefits for U.S. Companies
For U.S. businesses, SOC 2 Type II compliance delivers clear advantages. It simplifies vendor risk evaluations by providing verified proof of robust data protection measures, making compliance and procurement processes smoother. Additionally, SOC 2 compliance strengthens an organization’s overall security foundation, which is especially crucial as companies handle more sensitive information. Querio’s adherence to these standards not only ensures trust but also lays the groundwork for even more advanced security measures, which will be explored in the next sections.
Row-Level Security (RLS): Controlling Data Access by User
What RLS Does and Why You Need It
Row-Level Security (RLS) ensures that users only see the data they’re authorized to access by controlling visibility at the row level. Instead of granting blanket access to entire databases or tables, RLS customizes access based on user roles and permissions.
For businesses in the U.S., RLS is a key tool for staying compliant with privacy laws and internal data governance policies. Imagine your sales team running a query on customer accounts - they should only see accounts within their assigned territory. Similarly, regional managers reviewing financial data should only view numbers relevant to their regions. RLS automates these restrictions, reducing the risk of accidental data breaches.
Organizations dealing with sensitive information need to show they can secure data access down to the smallest detail. RLS delivers this precision without the need for separate databases or cumbersome manual processes, keeping analytics efficient. Querio takes this concept even further by integrating RLS seamlessly into its live query framework.
How Querio Uses RLS
Querio enhances data security by embedding RLS into its live database connections, applying access controls directly at the query level. When users make natural language queries, Querio automatically converts them into SQL, adding row-level filters based on user identity and permissions.
The platform works with existing RLS policies in Snowflake, BigQuery, and Postgres, meaning you can leverage your current security setup without disruption. Querio's read-only, encrypted connections ensure these policies are never bypassed or weakened.
What sets Querio apart is its simplicity for the user. You can ask questions in plain English, and the platform handles the rest - ensuring you only see data you're allowed to access. There’s no need to understand complex security configurations or worry about accidentally overstepping access boundaries.
RLS Examples in Practice
Take a multi-regional retail company as an example. If the East Coast sales director asks, "What were our top-performing products last quarter?" Querio filters the results to show only East Coast data, even though the database contains nationwide information. Meanwhile, the West Coast sales director would see entirely different results tailored to their region.
In healthcare, the stakes are even higher. When a department head queries patient satisfaction scores, they only see data specific to their department and time frame. On the other hand, the Chief Medical Officer might access aggregated data across all departments, reflecting their broader role.
Financial services firms use RLS to safeguard client data. For instance, a wealth advisor asking about portfolio performance would only see data for their assigned clients. Senior partners, with higher-level access, might view team-wide metrics, but individual client details remain restricted based on ownership.
RLS also shines in cross-functional analytics. Product teams can focus on engagement metrics for features they manage, marketing teams can track campaign results for their specific channels, and finance teams can access cost and revenue data relevant to their oversight. This tailored access gives each team the insights they need without compromising security or creating data silos. Querio’s integration of RLS ensures this level of control is both seamless and reliable.
More Security Features and Data Governance Tools
Encryption and Secure Database Connections
Querio uses AES-256 encryption for data at rest and HTTPS/TLS 1.3 for data in transit, providing robust protection that aligns with U.S. security standards.
"All data within Querio's Virtual Private Cloud (VPC) is encrypted at rest using AES-256 encryption, and data in transit is protected using HTTPS/TLS 1.3. To securely connect to data sources and destinations, Querio implements SSH tunneling, SSL/TLS, IP whitelisting, and utilizes HTTPS for web-based resources." [1]
To ensure secure connections, Querio employs SSH tunneling, SSL/TLS, and IP whitelisting. It creates read-only pathways to databases like Snowflake, BigQuery, and Postgres, leveraging Amazon Web Services (AWS) infrastructure. Regular internal vulnerability assessments are conducted to uphold stringent security measures. This strong encryption framework also supports consistent data governance through Querio's integrated context layer.
Data Governance with Querio's Context Layer
Querio's context layer plays a pivotal role in maintaining data integrity and consistency. By standardizing business logic and metric definitions, it provides a single source of truth for all queries. This eliminates confusion, reduces errors, and prevents unauthorized access.
The context layer includes predefined table and column joins that reflect your business relationships. For example, if you need to calculate customer lifetime value, Querio automatically applies the correct business rules and pulls data from the appropriate tables. Key metrics and definitions are centralized within this layer, and an integrated glossary helps clarify business terms, promoting better data understanding across your organization. By enforcing these standardized rules, Querio not only ensures reliable analytics but also bolsters security by running live queries within these defined parameters.
Reducing Risk with Live Data Connections
Querio minimizes data risks by utilizing live, read-only connections that query data directly from the source, avoiding duplication. This approach ensures users always access the most up-to-date information while reducing exposure.
Instead of extracting and storing duplicate datasets, every query runs in real time against databases like Snowflake, BigQuery, or Postgres. The read-only nature of these connections adds an extra layer of security - unauthorized users cannot modify or delete the underlying data, even if access is compromised. Combined with strong encryption and controlled governance, these live connections significantly lower the risk of data breaches.
Additionally, live connections help cut storage costs and simplify data management by eliminating the need for redundant data copies, making your operations more efficient and secure.
Querio Pricing and Deployment for U.S. Businesses
Pricing and Deployment Options
Querio provides clear pricing tailored for U.S. businesses. The Core Platform starts at $14,000 per year, which includes one database connection, 4,000 prompts per month, and unlimited viewer users. Only users actively creating queries are counted toward the license.
Optional add-ons include a Dashboards Add-On for $6,000 per year, additional database connections at $4,000 each annually, and a Data-Pipelines Subscription priced at $10,000 per year, which supports up to three pipelines.
For businesses requiring self-hosted deployment, costs are 50% higher, with a minimum annual fee of $60,000. This option is particularly useful for companies with strict data residency requirements.
Monthly billing is also available for businesses that prefer shorter payment cycles. However, this option comes with a 10% surcharge over annual pricing and still requires a yearly commitment. This setup allows U.S. companies to better align Querio's costs with their financial planning.
Designed for U.S. Business Standards
Querio's pricing and deployment options are specifically designed with U.S. business practices in mind.
The platform uses U.S. dollar formatting (e.g., $1,234,567.89), dates in MM/DD/YYYY format, and follows U.S. numerical conventions. Both the interface and documentation are written in American English, ensuring users encounter familiar terminology.
Querio’s natural language processing is tuned to understand American English business terms and phrases. For example, queries like "What were our Q4 sales figures?" or "Show me year-over-year growth" are interpreted seamlessly, using the conventions of U.S. business calendars and reporting standards.
This attention to detail minimizes errors in reports and scheduling while also reducing the learning curve for U.S.-based teams. By removing the need to adjust to unfamiliar formats, businesses can instead focus on utilizing Querio’s robust features and security capabilities effectively.
Building a Secure Cloud-Native Data Platform
Conclusion: Secure Analytics Made Simple with Querio
Querio combines strong security measures with an intuitive design, tailored for U.S. businesses. With SOC 2 Type II compliance, your data is protected at the highest standards, while Row-Level Security (RLS) ensures precise control over who can access specific information within your organization.
To further reduce risks, Querio uses live database connections that limit data exposure and encrypted credentials to keep your information safe. The context layer simplifies data governance by allowing teams to define business rules once and apply them consistently across all queries and reports.
Querio empowers every user to access analytics securely and effortlessly. Even non-technical users can ask questions in plain English and get accurate answers in seconds - all within the security framework set by your IT team. With unlimited viewer access and competitive pricing, Querio makes it easy to expand data access while keeping your organization’s security intact.
FAQs
How does Querio protect sensitive data during natural language querying?
How Does Querio Protect Your Data?
Querio takes data security seriously, adhering to SOC 2 Type II standards. These standards ensure rigorous protocols are in place to protect the security, availability, and confidentiality of your information.
On top of that, Querio employs Row-Level Security (RLS), a feature that restricts access to data on a row-by-row basis. This means only authorized users can access specific pieces of information, adding an extra layer of control.
By combining these security measures, Querio allows businesses to confidently leverage natural language querying, making faster, smarter, and more informed decisions without compromising sensitive data.
How does Row-Level Security (RLS) in Querio help businesses protect sensitive data?
Row-Level Security (RLS) in Querio
Row-Level Security (RLS) in Querio takes data protection to the next level by letting businesses control who can see specific rows of data. With this feature, visibility is limited based on user roles or identities, ensuring that people only access the information they need. This targeted approach minimizes the chances of unauthorized access and bolsters data privacy.
RLS also plays a key role in helping businesses meet compliance standards by automatically enforcing strict access rules. By keeping sensitive data secure and maintaining its integrity, RLS not only strengthens security measures but also streamlines operations. This allows organizations to confidently rely on their data for smarter, more informed decisions.
What makes Querio's pricing flexible for businesses with different data needs?
Querio provides a pricing structure designed to suit businesses of various sizes and data needs. The base platform is priced at $14,000 annually, which includes key features like one database connection and 4,000 prompts per month.
The cost adjusts based on the number of active users and specific data access requirements, meaning organizations only pay for the services they actually use. This flexible model makes Querio a great fit for both small teams and large enterprises, all while upholding top-tier security and compliance standards.