Querio Lets You Chat With BigQuery (and Snowflake, and Postgres…)
Business Intelligence
Aug 10, 2025
Querio allows businesses to interact with data using natural language, providing real-time insights from databases like BigQuery, Snowflake, and Postgres.
Querio transforms how businesses interact with data. Instead of navigating dashboards or writing SQL, you simply ask questions in plain English, and Querio delivers answers instantly. It connects directly to databases like BigQuery, Snowflake, and Postgres, ensuring live, accurate data without duplication.
Here’s what Querio offers:
Natural Language Queries: Ask questions like "What was our revenue last month?" and receive clear, visualized answers.
Context Layer: Standardized metrics ensure consistent results across teams.
Real-Time Data: Direct connections to your database mean results are always current.
Security: SOC 2 Type II compliance and read-only access protect your data.
Pricing: Starts at $14,000/year for one database connection.
Querio simplifies data analysis for non-technical users while maintaining governance and accuracy. Whether you're tracking KPIs, exploring trends, or automating reports, Querio bridges the gap between your questions and actionable insights.
How Querio Connects to BigQuery, Snowflake, and Postgres
Direct Database Connections
Querio sets up live connections to your existing data warehouses, eliminating the need for duplicating or migrating data. It supports three major database systems: Google BigQuery, Snowflake, and PostgreSQL, which cover a wide range of enterprise data needs.
With Querio, every query pulls the most up-to-date information directly from your database. Whether you’re tracking yesterday’s sales or today’s user activity, there’s no waiting for data refreshes or relying on outdated cached reports. This seamless access ensures your team always works with the most accurate data.
The platform keeps your database secure while its AI agent transforms natural language questions into optimized SQL queries that run directly on your live data. By skipping the traditional ETL (extraction, transformation, and loading) processes, Querio avoids the delays and inaccuracies of maintaining separate data copies. Instead, your team gets real-time access to your primary data source, backed by robust security measures.
Security and Compliance Standards
Querio prioritizes data security with multiple layers of protection to meet strict organizational requirements. It operates with read-only database access, ensuring your data can be queried but never modified, deleted, or corrupted. This approach keeps your data warehouse safe from accidental changes.
All database credentials are stored securely using encrypted protocols, and the platform relies on industry-standard encryption to protect sensitive connection details. Importantly, Querio does not store your actual data - it only retains the secure connection parameters needed to query your warehouse.
The platform is SOC 2 Type II compliant, meeting rigorous standards for security, availability, and confidentiality. This certification ensures that Querio’s data handling, access controls, and operational processes meet the expectations of enterprise customers. Additionally, Querio guarantees a 99.9% uptime SLA, so your team can rely on uninterrupted access to data during critical moments, whether it’s for routine reports or urgent analysis.
Setup Requirements and Ease of Use
Setting up a database connection is straightforward and typically takes less than 30 minutes using standard, read-only credentials.
Querio’s Core Platform starts at $14,000 per year for one database connection, with additional connections available for $4,000 each per year. Optional features include a Dashboards Add-On for $6,000 per year, and Self-Hosted Deployment, which adds a 50% fee increase with a $60,000 annual minimum.
Once connected, your team can start using Querio immediately - no training required. Its natural language interface allows users to ask questions like, “What’s our customer acquisition cost this quarter?” and receive visualized results in seconds, with SQL queries tailored to your database structure running behind the scenes.
Converting Natural Language into SQL
From Questions to Insights
Querio takes your business questions and translates them into precise SQL queries. For example, if you ask, "What was our revenue last month?" the AI understands your intent and generates the appropriate SQL for your database - whether you're using BigQuery, Snowflake, or Postgres.
Even complex queries like "Show me customer acquisition costs by marketing channel for Q4 2024" are no problem. Querio automatically handles table joins, metric calculations, and time-based filters. Results are delivered quickly, formatted with dates in MM/DD/YYYY style and numbers with comma separators for clarity.
Instead of sifting through raw data, users see polished charts, graphs, or tables. Querio chooses the most suitable visualization based on the data and context - like a line chart for trends over time or a bar chart for comparing categories.
The platform also allows for natural follow-ups. After reviewing revenue data, you can ask, "Break that down by region" or "Compare this to the same period last year." Querio remembers the context of your previous queries, building on earlier results to provide deeper insights.
Next, we’ll explore how the context layer ensures consistent analytics across every query.
Adding Context for Consistent Analytics
Beyond generating SQL, Querio’s context layer ensures that teams always get consistent results, no matter who asks the question or when. Data teams can define business logic once - like how to calculate customer lifetime value or which tables contain the most up-to-date inventory data - and Querio applies these rules to every query.
This shared logic eliminates confusion. For instance, if "active users" are defined as customers who logged in within the last 30 days, Querio applies this definition universally. Whether the sales team is tracking engagement or the product team is analyzing feature adoption, everyone works with the same metrics.
Pre-set table relationships further standardize queries by automatically applying the correct joins and data connections. This ensures that all analytics remain consistent and reliable.
To make things even more accessible, Querio includes a business glossary. It translates technical database terms into plain language, so column names appear as user-friendly labels. This way, even non-technical team members can navigate the system with ease.
Charts and Reporting Features
Once the SQL is converted, Querio presents the results visually for quick decision-making. The platform analyzes the data and the query to select the best chart type - like line graphs for trends, bar charts for comparisons, or maps for geographic insights.
Interactive dashboards let you dig deeper without needing new queries. For example, clicking on a revenue spike in a monthly chart can reveal a breakdown by product category or region, keeping the analysis seamless and conversational.
You can also set up scheduled reports to keep everyone informed automatically. Whether it’s weekly revenue updates, monthly acquisition reports, or daily operational metrics, Querio generates and distributes them via email. Each report includes clear visualizations and plain-language summaries to highlight key takeaways.
With real-time updates, dashboards and reports always reflect the latest data. When new transactions hit your Postgres database or fresh data uploads to BigQuery, Querio updates visualizations instantly - no manual refresh required.
Real Use Cases for Business Teams
KPI Tracking and Reporting
With Querio's natural language interface, executives and department heads can instantly access key performance indicators without waiting for manual reports. For example, a leader might ask, "What's our monthly recurring revenue for Q1 2025?" and immediately get an answer displayed in US Dollars. Finance teams can quickly check metrics like burn rate, cash flow, and budget variance, while sales managers can monitor pipeline health and deal size by region - all by simply asking questions in plain English. Querio even understands terms like "last quarter", automatically applying the correct date ranges. Marketing leaders can easily compare campaign metrics, such as email open rates versus social media engagement, with polished visualizations ready for executive presentations. These real-time insights make it easy to dive deeper into the data when needed.
Quick Data Exploration
When urgent questions or new trends arise, business teams need fast answers. Querio eliminates the reliance on technical teams by letting users explore data in plain English. For instance, a product manager could ask, "How many users tried our new feature last week?" and get detailed results, broken down by user segment or geographic region. Customer success teams can identify accounts at risk or find growth opportunities by asking, "Show me customers whose usage dropped over 20% this month." Since Querio connects to live databases, the insights are always up-to-date. Operations teams can quickly check inventory with questions like, "Which products are running low in our West Coast warehouses?" Meanwhile, HR professionals can analyze workforce data, asking about metrics like average time to fill open positions or employee satisfaction scores. Throughout, Querio ensures data privacy and security, so sensitive information stays protected.
Automated Dashboards and Scheduled Reports
Querio takes routine reporting off your plate by automating real-time dashboards and scheduled updates. Teams can set up reports to be emailed automatically, keeping everyone in the loop without extra effort. Executive dashboards refresh in real time as data flows into platforms like BigQuery, Snowflake, or Postgres, giving leaders a seamless way to track performance metrics and trends. Reports are formatted for clarity, displaying revenue in US Dollars, dates in MM/DD/YYYY, and percentages rounded to two decimals.
Custom reports cater to the specific needs of different teams. Sales teams can stay updated on pipeline progression and forecast accuracy, marketing teams can review campaign performance and cost-per-acquisition, and finance teams can monitor cash flow projections and budget variance. The scheduling options are flexible, supporting everything from daily operational updates to weekly summaries and detailed monthly or quarterly briefings. By automating this process, Querio helps teams stay aligned with business goals while reducing the need for manual effort.
Key Features, Benefits, and Pricing Overview
Querio's Main Features
Querio simplifies data analysis with its AI-driven natural-language querying, allowing users to ask questions about their data in plain English - no SQL skills required. The platform connects directly to your data warehouse using live, read-only connections, ensuring your data remains secure and untouched.
Its drag-and-drop dashboard builder makes it easy to create KPI tracking displays and craft engaging data presentations. Data teams can set up a single context layer to define joins, metrics, and glossaries, ensuring analytics remain consistent across the board.
Every plan includes unlimited viewer users, eliminating per-seat restrictions and making insights accessible to everyone in your organization. Querio also stands out with its SOC 2 Type II compliance and a 99.9% uptime SLA, emphasizing its focus on security and reliability. Plus, Python notebooks for advanced analysis on governed data will soon be part of the offering.
All these features come together to support a pricing model that caters to businesses of various sizes and needs.
Pricing Plans and Add-Ons
Querio’s Core Platform starts at $14,000 per year, which includes one database connection, 4,000 prompts per month, and unlimited viewer users. This plan provides everything you need to start exploring and analyzing your data.
For enhanced visualization and reporting, the Dashboards Add-On is available for an additional $6,000 per year. If your organization works with multiple data sources, you can add Extra Database connections at $4,000 per database annually. The Data-Pipelines Subscription, designed to support up to three pipelines, is priced at $10,000 per year.
Teams transitioning from other dashboard tools can opt for the Dashboard Parity Pack for a one-time fee of $6,000, which helps replicate existing reporting setups in Querio. For organizations with stricter security needs, a Self-Hosted Deployment option is available, increasing fees by 50% with a minimum annual cost of $60,000.
Querio also offers monthly billing with a 10% premium, requiring a one-year commitment. This option provides flexibility while still granting access to the platform's full capabilities.
Conclusion: Getting More from Your Data with Querio
Key Takeaways
Querio empowers business teams to get straightforward, plain-English answers directly from their data - no need to wait for SQL queries or sift through complicated dashboards. By connecting directly to platforms like BigQuery, Snowflake, and Postgres, Querio ensures your data remains secure, up-to-date, and free from the risks of duplication. With SOC 2 Type II compliance, enterprise-level security is a given.
The platform bridges the gap between accessibility and governance. Data teams can establish context layers, standardizing joins, metrics, and glossaries across the organization. This eliminates the confusion caused by different departments interpreting the same metrics in their own ways.
With unlimited viewer access, Querio removes barriers to data, enabling faster decisions across all teams, whether they're focused on product development, financial planning, or other critical functions.
Next Steps
If you're ready to streamline your data analysis, here’s how to get started. Begin by connecting your first database and creating your initial context layer. Focus on your most commonly requested metrics and KPIs, defining the joins and terms your organization uses regularly. As more teams adopt the platform, you can expand the context layer to support broader use cases.
Querio’s drag-and-drop dashboard builder makes it easy to turn insights into dynamic displays that refresh automatically. For organizations juggling multiple dashboard tools, the Dashboard Parity Pack can replicate your existing reports while giving you the flexibility to move beyond static visuals. And with Python notebooks on the horizon, teams looking to dive deeper into analytics will soon have even more tools at their disposal.
Curious how Querio can transform your workflow? Schedule a personalized demo to see how it works with your specific data and business needs.
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FAQs
How does Querio protect your data and ensure compliance when connecting to databases like BigQuery, Snowflake, and Postgres?
Querio places a strong emphasis on data security and compliance, adhering to stringent industry standards. With its SOC 2 Type II certification, Querio demonstrates a commitment to maintaining high standards for security, availability, and confidentiality. To protect sensitive information, the platform employs encryption, enforces strict access controls, and conducts regular security audits.
On top of that, Querio aligns with privacy laws like CCPA and GDPR, ensuring adherence to key regulatory requirements. It also performs internal vulnerability assessments to uphold a high level of protection. Whether you're working with databases like BigQuery, Snowflake, or Postgres, Querio ensures your data stays secure and compliant.
How does Querio help non-technical users analyze data more easily?
Querio takes the complexity out of data analysis by letting users interact with databases using natural language instead of traditional SQL queries. In simple terms, you can type out questions about your data in plain English and get answers in no time - no coding skills required.
Its user-friendly interface makes it easy to build queries, understand results, and discover meaningful insights. The result? You save time and can make quicker, informed decisions without having to wait for help from technical teams.
How does Querio simplify complex queries and ensure consistent analytics across teams?
Querio simplifies working with complex queries by leveraging advanced natural language processing. It can take even the most intricate data requests and transform them into accurate results. This means users can easily interact with databases like BigQuery, Snowflake, and Postgres - no deep technical knowledge required.
To keep everyone on the same page, Querio offers shared, customizable dashboards and real-time data access. This collaborative setup ensures your entire team is working with consistent, reliable insights, promoting alignment and better decision-making.