AI Data Optimization Tool

What is Datascale?

Datascale.tech is an online tool that facilitates the creation of Entity-Relationship (ER) diagrams from existing database schemas and SQL queries. It also supports the development of lineage diagrams to map out transformation logic. This tool is valuable for visualizing and managing complex SQL dependencies, thereby simplifying the process of understanding and debugging data models.

How does Datascale work?

Datascale.tech streamlines the creation and management of database diagrams through the following steps:

1. AI Query Analysis: The tool employs AI to analyze SQL queries and extract metadata, aiding in the understanding of data structure and relationships.
2. Data Modeling: It reverse engineers data models from Data Definition Language (DDL) scripts, views, and SQL queries, converting them into Entity-Relationship (ER) and lineage diagrams for clear visual representation.
3. Automated Catalog: Available to Business plan users, this feature provides contextual information about datasets and their usage, facilitating easier management and navigation of data assets.
4. Visualization: Datascale.tech organizes models into collections, extracts tables and columns, and maps out relationships and lineage flows, helping users identify dependencies and comprehend the data structure.
5. User-Friendly Interface: The tool offers an intuitive interface for creating, editing, and managing database diagrams, reducing the need for manual tracking of dependencies or additional coding.

What are the benefits of Datascale?

Datascale.tech offers several advantages for data management and visualization:

• Improved Data Understanding: Converts SQL queries and schemas into visual diagrams, making complex data structures and relationships easier to comprehend.
• Time-Saving: Automates the analysis and generation of diagrams, significantly reducing the time required for manual creation and updates.
• Enhanced Collaboration: Facilitates sharing and discussion of visual diagrams with team members, improving collaboration and communication.
• Error Reduction: Helps identify and correct errors in schemas or SQL queries through visual representation, leading to more accurate data management.
• Better Data Governance: The automated catalog feature provides context and lineage information, supporting data governance and compliance efforts.
• User-Friendly Interface: Designed to be accessible to users of all skill levels, from beginners to advanced professionals.
• Scalability: Capable of managing complex and large-scale data models, suitable for both small projects and enterprise-level applications.

How does Datascalehandle data lineage?

Datascale.tech manages data lineage by offering a detailed visualization of data flow within your system through the following steps:

• Query Analysis: The tool analyzes SQL queries to understand data transformation and movement between tables and databases.
• Lineage Diagrams: It generates diagrams that map data flows, illustrating relationships and dependencies between data entities, which helps track data origins and transformations.
• Automated Updates: Lineage diagrams are automatically updated to reflect changes in data and queries, ensuring an accurate and current view of data lineage.
• Contextual Information: For Business plan users, the automated catalog provides additional context on query usage and data connections across different datasets.
• Interactive Visualization: The interactive interface allows detailed exploration of lineage diagrams, enabling users to zoom in on specific data flows and assess the impact of changes.

This approach supports data integrity, enhances data governance, and aids in compliance with data management standards.

How much does Datascale cost?

Datascale.tech provides various pricing plans to accommodate different requirements:

• Free Plan:
   - 1 private and 1 team workspace
   - Up to 100 saved SQL queries
   - Free database diagrams from SQL queries
   - Up to 200 AI credits per month
• Personal Plan:
   - $7.50 per user/month (billed annually at $89/year)
   - Includes all features of the Free plan
   - Unlimited SQL queries
   - Unlimited guests
   - Unlimited version history
   - Advanced diagramming features
   - Up to 5,000 AI credits per month
• Business Plan:
   - Custom pricing (requires a setup discussion)
   - Includes all features of the Personal plan
   - Advanced modeling for teams
   - Database modeling from multiple queries (lineage and relation)
   - Data catalog with query usage context (optional add-on)
   - Custom integrations (Slack, Git, APIs)
   - Access to advanced AI models for extensive SQL knowledge discovery