Product Introduction

1. Querri is an AI-powered intelligent data platform designed for non-technical users to perform data cleaning, visualization, and complex analysis through natural language queries. It eliminates the need for coding expertise by enabling users to interact with data using plain English commands. The platform automates data transformation, generates visual insights, and provides repeatable analysis workflows.
2. The core value of Querri lies in democratizing data analysis by making advanced data operations accessible to business users without technical backgrounds. It accelerates decision-making by converting raw data into actionable insights through an intuitive, no-code interface powered by responsible AI and enterprise-grade security.

Main Features

1. Natural Language Processing: Users can clean, join, and transform datasets by describing requirements in plain English, eliminating manual data wrangling. The AI automatically standardizes formats, handles missing values, and prepares data for analysis through conversational commands.
2. Automated Visual Analytics: The platform generates charts, graphs, and tables in response to natural language queries, providing instant visual explanations of trends and patterns. It supports advanced calculations and contextual interpretations without requiring dashboard configuration.
3. Repeatable Analysis Automation: Users can convert any ad-hoc analysis into scheduled reports or live dashboards that update dynamically. This feature enables trend monitoring through saved workflows that reapply the same data transformations and calculations to fresh datasets.

Problems Solved

1. Querri addresses the challenge of data inaccessibility caused by technical complexity and messy datasets that hinder business users. It removes dependencies on data teams by enabling self-service analysis through intuitive AI-powered tools.
2. The platform primarily serves business analysts, operational managers, and consultants who need direct data access without coding skills. It’s particularly valuable for small businesses lacking dedicated data teams and enterprises seeking to reduce IT backlogs.
3. Typical applications include generating weekly performance reports, analyzing sales trends across multiple datasets, and creating client-ready insights for consultants. Users automate recurring analyses like inventory optimization or financial forecasting without technical resources.

Unique Advantages

1. Unlike traditional BI tools requiring SQL expertise, Querri combines data preparation, analysis, and automation in a single no-code environment. It’s the only platform offering full data stack capabilities through natural language interaction rather than predefined templates.
2. The platform provides unique transparency by displaying the SQL code behind each analysis, allowing verification and reuse. Its AI security framework exceeds standard compliance with SOC2 certification and granular access controls for enterprise deployments.
3. Competitive strengths include immediate deployment without setup, cross-team collaboration features, and white-label reporting for client-facing use cases. The combination of military-grade encryption and drag-and-drop simplicity creates an enterprise-ready tool for non-technical users.

Frequently Asked Questions (FAQ)

1. What is Querri and how does it work? Querri is an AI-powered data platform that processes natural language requests to clean, analyze, and visualize data without coding. Users input questions in plain English, and the system automatically executes data transformations, statistical analysis, and visualization generation. The platform connects to various data sources and provides results through interactive dashboards or exportable reports.
2. What makes Querri different from other data tools? Querri uniquely combines the entire data analysis lifecycle—cleaning, transformation, analysis, and automation—in a single no-code interface. Unlike competitors requiring separate tools for different stages, it uses natural language processing as the primary interaction method while maintaining full transparency through visible query logic and SOC2-certified security protocols.
3. What kind of data can I use with Querri? The platform supports structured data from spreadsheets, CSV files, and databases like MySQL or Snowflake. It automatically parses dates, currency values, and categorical data while handling missing values and inconsistent formatting during the cleaning phase. Future updates will add PDF and unstructured data processing capabilities.
4. Is my data secure with Querri? All data undergoes AES-256 encryption at rest and in transit, with SOC2 compliance ensuring enterprise-grade security. Users maintain full ownership and control through granular access permissions, audit logs, and compliance with GDPR/CCPA regulations. The system never uses client data for AI training purposes.
5. How quickly can I get started with Querri? Users can connect their first dataset and obtain insights within 15 minutes through the no-code interface. The platform requires no pre-configuration or IT setup, offering instant analysis capabilities through guided onboarding and template libraries for common business scenarios.
6. Can I automate my analyses with Querri? Any analysis can be converted into automated dashboards or scheduled reports with one click. Users set refresh intervals, configure alert thresholds, and share live dashboards that update as new data arrives. Automation workflows preserve the original query logic while applying it to updated datasets.