Shape

About Shape

Shape is a cloud-hosted AI assistant designed to help teams explore and analyze data directly within Slack. It interprets natural language questions about your data and automatically generates the corresponding SQL queries, eliminating the need for manual coding or switching between tools. The platform works with a wide range of data stacks, including Snowflake, BigQuery, AWS Redshift, Databricks, PostgreSQL, and MySQL, making it versatile for different technical environments. Shape not only provides instant answers but also learns from interactions over time, improving its accuracy and efficiency. For more complex or ambiguous queries, it can request reviews from human analysts to ensure high-quality results. Additionally, Shape includes a Slackbot feature that delivers fast answers without disrupting workflow, allowing users to stay focused on their tasks. The tool also supports the creation of data visualizations, enabling users to present insights in a more intuitive and accessible format. By integrating seamlessly with Slack, Shape reduces context-switching and streamlines data-driven decision-making for teams of all sizes.

Key features

• ✓Interprets natural language data questions and generates SQL queries automatically
• ✓Supports multiple data platforms including Snowflake, BigQuery, and PostgreSQL
• ✓Provides instant answers directly in Slack via a dedicated Slackbot
• ✓Learns from interactions to improve query accuracy over time
• ✓Requests human analyst reviews for ambiguous or complex queries
• ✓Generates data visualizations for better insight presentation
• ✓Cloud-hosted solution requiring no local installation
• ✓Works with any datastack including AWS Redshift and Databricks

Use cases

• ✓Answering ad hoc data questions in Slack without leaving the conversation
• ✓Automating SQL query generation for non-technical team members
• ✓Creating and sharing data visualizations directly from Slack

Frequently asked questions about Shape