Chat With Snowflake, BigQuery, Redshift - Querio Speaks Your Data
Business Intelligence
Aug 9, 2025
Querio transforms data access by enabling users to ask questions in plain English, delivering real-time insights without needing SQL expertise.
Get answers from your data instantly - no SQL required. Querio connects directly to Snowflake, BigQuery, and Redshift, letting you ask plain English questions like, “What were last month’s top-selling products?” and get real-time visual insights. Ideal for non-technical users, Querio eliminates delays caused by complex SQL queries and overburdened data teams.
Key Features:
Natural Language Queries: Type questions in everyday language, and Querio generates results instantly.
Real-Time Insights: Access up-to-date data directly from your warehouse - no exports or static reports.
Built-In Governance: Standardized metrics and definitions ensure consistent answers across teams.
Automated Reports: Schedule dashboards and alerts to keep leadership informed.
Pricing:
Core Platform: $14,000/year for 4,000 queries/month.
Dashboards Add-On: $6,000/year.
Additional options available for more connections or self-hosted deployment.
Querio empowers teams to make faster decisions without relying on technical expertise. Connect it to your data warehouse today and start asking better questions for better results.
Natural Questions to SQL Queries: Mastering NL2SQL for Intuitive Database Interactions
How Querio Connects to Snowflake, BigQuery, and Redshift
Querio links directly to your data warehouse, eliminating the need for migrations and allowing you to interact with live data instantly.
Direct Connections to Major Data Warehouses
Querio operates with read-only permissions, serving as an intelligent bridge between your questions and live data. Your information stays securely within its cloud environment, while Querio delivers real-time insights without compromising security.
For Snowflake, Querio uses standard JDBC protocols, ensuring compatibility with role-based access controls and the security policies specific to the warehouse. BigQuery integrations rely on Google Cloud's authentication systems for seamless access. When connecting to Redshift, Querio uses encrypted credentials and read-only permissions to maintain data integrity. Each connection protocol adheres to stringent security standards, ensuring smooth and secure integration.
Once your IT team provides the necessary credentials and sets up permissions, Querio takes care of the rest. It integrates effortlessly with your existing data architecture, requiring no additional software installations.
Security Requirements for Safe Data Access
Security is a core aspect of Querio's design. The platform is SOC 2 Type II compliant and guarantees a 99.9% uptime SLA, offering the reliability critical for analytics operations.
Credentials are fully encrypted both in transit and at rest. Querio processes queries in real time without storing your data, reducing exposure while maintaining the speed and flexibility of live querying.
Querio also aligns with your existing security measures. If your data warehouse restricts access to specific IP addresses, Querio operates within those limits. Role-based permissions from your warehouse carry over, ensuring users only access the data they’re authorized to see.
For organizations with strict compliance needs, Querio offers self-hosted deployment options. This allows you to run the platform within your infrastructure, giving you full control over security policies. With secure, live access in place, every query reflects up-to-date data while adhering to governance protocols.
Live Data Queries with Built-in Governance
Traditional business intelligence tools often rely on static reports or exported data, which can quickly become outdated. Querio eliminates this issue by querying live data for every question. Instead of relying on old snapshots, you get real-time answers every time.
Querio’s context layer ensures consistency across the organization. Data teams can define business rules, metric calculations, and table relationships once, so everyone - from marketing to finance - gets the same accurate answers to questions like, “What’s our customer acquisition cost?” or “How many active users do we have?”
This built-in governance reduces discrepancies often seen with self-service analytics. By standardizing definitions and calculations, teams can confidently rely on the data they review, fostering alignment across departments.
Converting Plain English Questions into Data Insights
Querio is changing the way businesses interact with their data by removing the technical hurdles between asking questions and getting answers. With Querio, users can pose questions in plain English and receive precise, actionable insights in moments.
The Process: From Questions to Visual Insights
Querio's AI engine turns everyday language into optimized SQL queries, tailored to your business context. Imagine a marketing manager asking, "How many new customers did we acquire last month compared to the previous quarter?" Querio processes this query against live data from your warehouse and delivers the answer in seconds.
Here’s how it works: the AI identifies the relevant data tables and columns, applies the right filters and calculations, and executes the query. The result? Interactive charts and visualizations that make patterns and trends easy to understand.
Whether you're using Snowflake, BigQuery, or Redshift, Querio adapts to each platform’s unique SQL dialect and optimization techniques. This ensures fast and accurate results, no matter where your data lives.
What’s even better - users don’t need to know the technical details like table structures or column names. Questions like "What’s our customer acquisition cost by marketing channel this year?" or "Show me revenue trends for our top 10 products" are answered instantly. Querio automatically chooses the best visualization format, making it effortless to interpret the data. By seamlessly integrating with your data warehouse, Querio bridges the gap between user queries and live insights.
Standardizing Data Rules and Metrics
Querio doesn’t just answer questions - it ensures everyone in your organization speaks the same data language. Through its context layer, data teams can define metrics, set up relationships, and create a shared business glossary, all in one place.
For instance, "customer acquisition cost" might be defined as total marketing spend divided by new customers acquired. Once this definition is set, everyone - from finance to marketing - gets the same result when asking related questions. This consistency eliminates confusion and ensures alignment across departments.
The context layer also simplifies complex business logic. Take "active users", for example. If your company defines them as customers who’ve made a purchase within the last 90 days, Querio applies this rule automatically across all queries. Users don’t need to manually input the criteria every time - it’s all handled seamlessly.
Instant Insights for Everyone
Querio empowers both data teams and business users by delivering insights in real time, cutting out the delays of traditional reporting. Non-technical users can independently access the information they need, while data teams are freed up to focus on more advanced analytics.
For business users, this means immediate access to crucial metrics. Sales managers can check pipeline updates, marketing teams can assess campaign performance, and executives can monitor KPIs - all without waiting on analysts or filing support tickets.
Data teams, in turn, can dedicate their time to refining the context layer and tackling more complex challenges. Querio’s core platform includes 4,000 prompts per month, which is typically enough to meet the analytical needs of an entire department.
And with Querio’s unlimited viewer users feature, data access is no longer restricted by per-seat costs. This approach encourages a truly data-driven environment where everyone can explore and interpret data without barriers, fostering collaboration and informed decision-making across the organization.
Automated Reports and Faster Decision-Making
Querio doesn’t just provide real-time insights - it takes things a step further by automating routine reporting, speeding up the decision-making process. From pulling data to delivering dashboards, Querio removes the usual roadblocks that slow down business decisions.
Automated Data Processing and Workflows
Querio integrates directly with Snowflake, BigQuery, and Redshift to automate data workflows. When you ask a question or request a report, Querio handles the heavy lifting: identifying the right data, applying necessary transformations, and running optimized queries - all without manual intervention.
Its AI engine gets smarter over time, learning from usage patterns and business context to improve query performance. Governance rules, set up once by data teams, are applied consistently across all processes. This ensures uniform calculations for financial reports and accurate attribution models for marketing dashboards every time.
Unlike traditional ETL systems that need constant monitoring, Querio adapts automatically as business definitions change or new data sources come into play. This means workflows stay uninterrupted, and scheduled reports are always based on the most current data. Leadership never has to wait for outdated or incomplete insights.
Scheduled Reports and Dashboards for Leadership
Querio’s automation doesn’t stop at data processing - it also delivers scheduled reports and dashboards tailored to leadership needs. Whether it’s a weekly executive summary or daily sales updates, stakeholders receive the latest data right on time, no manual effort required.
The scheduling feature works seamlessly across time zones, making it perfect for global teams. With unlimited viewer access, everyone from executives to team leads can access dashboards customized to their roles, promoting organization-wide data adoption.
Leadership teams can also set up real-time alerts in these reports. For instance, if key metrics like customer acquisition costs or monthly recurring revenue exceed set thresholds, stakeholders are notified immediately. Alerts include relevant context and actionable recommendations, enabling quick responses to critical changes.
Measuring Time and Cost Savings
Automated reporting doesn’t just save time - it transforms how teams work. By reducing report preparation time by up to 90%, Querio helps organizations reclaim thousands of labor hours while minimizing errors.
As one financial analyst put it, "Automated reports provide us with up-to-date data, allowing us to make timely and informed decisions." [1]
For Querio users, these time savings lead to tangible results: fewer overtime hours spent on reporting, fewer last-minute requests, and the ability to handle more client accounts per team member. The ripple effect? Improved efficiency, better service quality, and a stronger bottom line.
All of this comes at a cost-effective price. Querio’s Core Platform is available for $14,000 per year, providing 4,000 prompts per month - enough to meet the analytical needs of an entire department. Add the Dashboards Add-On for $6,000 per year, and you’ve got a full suite of automated reporting tools that quickly pay for themselves by cutting down manual labor and boosting productivity.
Key Features and Benefits for US Businesses
Querio's AI platform is designed to provide secure, efficient analytics tailored to the needs of US businesses working with cloud data warehouses. With SOC 2 Type II compliance and tools that prioritize secure, cost-effective data access, Querio offers a solution that scales with your organization’s growth while keeping data governance in focus.
Core Features Tailored for US Companies
Querio integrates directly with your existing data warehouse using encrypted credentials and read-only access, ensuring your data remains secure. Thanks to its SOC 2 Type II compliance, the platform adheres to stringent US security standards. On top of that, a 99.9% uptime SLA ensures that your data is accessible when you need it most, particularly during critical business hours.
With drag-and-drop functionality, users can create KPI dashboards effortlessly - no coding skills required. The platform’s context layer allows data teams to define table joins, business metrics, and glossary terms once, ensuring consistent calculations across departments. Plus, Querio’s Core Platform includes unlimited viewer users, eliminating the need for costly per-user licenses and making enterprise-grade analytics accessible to all teams.
Flexible and Transparent Pricing Plans
Querio’s pricing model is designed to be straightforward and predictable, making it easier for businesses to plan their budgets. The Core Platform is priced at $14,000 annually, which includes 4,000 prompts per month - enough to meet the needs of most departments. For businesses that require additional features, the Dashboards Add-On is available for $6,000 per year.
Need more? Additional database connections can be added for $4,000 each per year, while up to three data pipelines are available for $10,000 annually. For companies with seasonal cash flow needs, monthly billing is an option with a 10% premium on the annual rate. If your organization prefers full control over its data environment, you can opt for a self-hosted deployment at a 50% premium on recurring fees, with a minimum annual commitment of $60,000.
This combination of robust features and flexible pricing makes Querio a great fit for mid-sized SaaS companies, fintech startups, and e-commerce businesses looking for top-tier analytics without breaking the bank.
Conclusion: Talk to Your Data for Better Business Results
Gone are the days of waiting endlessly for data insights or wrestling with complex SQL queries. Querio is reshaping how businesses engage with their most critical resource - data - by bridging the gap between human curiosity and powerful data warehouses. Whether your data resides in Snowflake, BigQuery, or Redshift, Querio translates your questions into plain English, making data exploration feel natural and intuitive. This evolution in data interaction opens the door to faster, smarter decision-making.
Key Takeaways
Querio’s AI-driven platform removes the traditional obstacles that often separate business teams from their data. Instead of learning SQL or waiting for analysts to generate reports, users can simply ask questions like, “Which products performed best last quarter?” and instantly receive accurate, real-time visualizations. This means no more delays and no outdated information - just actionable insights, right when you need them.
The platform’s context layer is a standout feature for ensuring consistency in data governance. By allowing data teams to define relationships, business metrics, and glossary terms once, Querio ensures that every department operates with the same definitions and calculations, eliminating confusion and misalignment.
Security and reliability are also top priorities. With SOC 2 Type II compliance and a 99.9% uptime SLA, Querio delivers the dependability that US businesses require.
Start Making Data-Driven Decisions Today
Querio empowers every role in your organization with fast, dependable insights. At $14,000 per year for the Core Platform (which includes 4,000 prompts per month and unlimited viewers), the value is clear - faster decisions and less reliance on technical teams.
Think about the time your team spends waiting for reports or crafting SQL queries. With Querio, that time can be redirected into strategic analysis and meaningful action. Teams like product managers, finance departments, and executives can explore data independently, ask follow-up questions, and dig deeper into insights - all without hitting technical roadblocks.
Ready to change how you work with data? Connect Querio to your Snowflake, BigQuery, or Redshift database today and start having conversations with your data that lead to real business impact.
FAQs
How does Querio protect my data and ensure compliance when connecting to platforms like Snowflake, BigQuery, and Redshift?
Querio prioritizes data security and compliance by creating encrypted, read-only connections to data warehouses such as Snowflake, BigQuery, and Redshift. This setup reduces data exposure, keeping your information secure at all times.
Additionally, Querio follows top-tier security standards like SOC 2 Type II and is actively pursuing certifications like ISO 27001. These efforts ensure strong protection and alignment with regulatory standards, so you can confidently manage and analyze your data without worry.
Can Querio be tailored to reflect our organization's unique business metrics and definitions?
Querio is designed to adapt to your organization's unique requirements. You can set up custom business metrics and terminology, ensuring your data stays consistent and relevant. It also offers personalized dashboards and filters, allowing you to zero in on the metrics that are most important to your goals. With this flexibility, Querio empowers you to gain deeper insights and make well-informed decisions with speed and precision.
What are the cost advantages of using Querio instead of traditional SQL-based data analysis methods?
Using Querio can help cut costs dramatically when compared to traditional, SQL-driven data analysis methods. By reducing the need for specialized SQL skills, Querio trims down labor expenses and simplifies workflows. Its AI-driven platform automates query creation and speeds up the delivery of insights, saving both time and resources.
On top of that, Querio runs on fully managed cloud services, removing the burden of expensive infrastructure management and maintenance. This means businesses can dedicate their efforts to leveraging their data effectively without dealing with extra operational costs.