The new way for business users to explore data and get insights through natural conversation.

Wobby Explorer is our biggest release this sprint - a dedicated interface that makes data exploration accessible to everyone in your organization, not just data teams. It combines the power of Wobby's AI agents with an intuitive chat experience designed specifically for business users.

• Designed to be familiar
  Business users will feel right at home with features built specifically for them — from summarized execution steps to intelligent question suggestions that help discover insights

• Best of both worlds
  Combines the analytical power of Wobby Studio with the simplicity of our messaging integrations (Slack/Teams), delivering a streamlined interface with beautiful interactive visualizations and data lineage transparency

• Full mobile support
  Access Explorer on the go from any device - get insights wherever you are, whenever you need them

• Customized by your data team
  Data teams can easily deploy and configure agents for Explorer, customize question suggestions, and ensure relevance for each team

• Deep Analysis Mode
  Perform comprehensive multi-step data analysis with real-time progress tracking and detailed reports when you need to go beyond quick answers

• Intelligent suggestions
  Agents proactively suggest relevant questions based on your data, helping users discover insights they might not have thought to ask about

Data Integrations

• Microsoft Fabric Support
  Connect to Microsoft Fabric data sources with Azure AD authentication

• Multi-Schema Support
  Work seamlessly with tables across multiple database schemas

Major Improvements

Enhanced Agent Intelligence

• Smarter Data Understanding
  Agents now better understand relationships between tables and can handle complex multi-table queries more effectively

• Improved Error Messages
  When data isn't available or queries can't be completed, agents provide clearer explanations and suggestions

Bug Fixes

Critical Fixes

• Fixed issue where users could get stuck on the signup screen after registration

• Resolved character encoding issues in Slack replies that caused garbled text

• Corrected query template execution errors that were blocking saved queries

Data & Query Fixes

• Fixed empty chart creation when data format was incompatible

• Resolved SQL template parameter parsing issues in Slack integration

• Improved handling of complex queries involving multiple data sources

Performance & Reliability

Query Engine Optimization

• Significantly improved query execution speed and reliability

• Better handling of large datasets and complex joins

• Enhanced error recovery for failed queries

Usage Limits & Monitoring

• Message Limit Warnings
  Get notified when approaching organization message limits

Integration Enhancements

Slack & Teams

• Step-by-Step Visibility
  See detailed execution steps directly in Slack and Teams

• Error Recovery
  More robust error handling for channel operations and permissions

New Features

• Microsoft Teams Integration
  You can now connect Wobby to channels in Microsoft Teams, so you can use Wobby wherever your company communicates. Check out the docs here, and feel free to reach out to us if you need any help or have feedback.

• AWS Redshift Integration
  Introduced the AWS Redshift integration, allowing users to connect and query data from Redshift.
  Read the docs →

Improvements

• UI/UX Enhancements
  Improved the user interface and user experience across many of the screens in Wobby as part of our month of housekeeping.

• Slack & Teams Charts Formatting
  Refined the formatting of charts shared in Slack and Teams, addressing size, spacing, and readability issues.

• SQL Query Display
  Enhanced the user experience in displaying SQL queries during deep analysis, making them more intuitive and accessible.

Bug Fixes

• Mobile View
  Fixed the issue preventing the warning that Wobby Studio doesn't work on mobile from showing.

• Chart Attachment in Slack
  Fixed an issue with chart attachments not displaying correctly in Slack.

• BigQuery Querying Issue
  Resolved a querying issue in BigQuery that was causing errors in chart creation.

• Table Results Pagination
  Corrected an issue with the pagination of table results, ensuring accurate display of data.

• Deep Analysis Progress
  Fixed one of the main problems of computer science — the progress bar getting stuck at 99%. Now it will get stuck at 80%

New Features

• Deep Analysis
  The new advanced research mode that creates comprehensive reports for complex business questions. Unlike Quick Analysis, which provides immediate single-turn answers, Deep Analysis creates a research plan and executes multiple targeted analyses to deliver thorough insights.
  
  Currently Deep Analysis is in closed beta. If you would like to try it, please reach out to your account manager, or email our PM George.

Bug Fixes

• Off-Topic Intent Detection
  Resolved an issue where the model incorrectly classified certain follow-up answers as off-topic.

• Handling of Missing Templates
  Addressed a bug where agents struggled with scenarios involving the absence of templates.

• Chart Display Issues
  Fixed issues related to chart displays, including duplicate titles and problems with horizontal bar charts.

• Definitions Display on App
  Corrected errors affecting the display of definitions within the app interface.

• Table Usage Optimization
  Enhancements have been made to how tables are utilized within Wobby, especially in scenarios involving single-column or single-value tables.

First things first, after months of polishing, Wobby is now officially open to the public! We fixed papercuts, added new features, and saw first-hand the value Wobby brings.

Have you never used Wobby? Get a free trial for 2 weeks at wobby.ai and let us know how we can make it even better!

Already using Wobby at your company? Nothing will change for you! Feel free to reach out to us if you have any questions.

New Features

• Onboarding
  Users starting out with Wobby will have a streamlined checklist allowing them to quickly get up and running.

• Azure Synapse Integration
  You can now connect Azure Synapse data sources to Wobby agents.

• Support Chat
  If you ever run into any problems, have feedback, or would just like to talk to us, click on the Intercom in the bottom right corner, and you will be connected straight to us.

Improvements

• Query Template Design
  Redesigned the query template approach within agents, allowing for more flexible filtering and organization based on specific tags or departmental needs.

• Agent Stubbornness
  Some users had issues with agents asking for a lot of re-clarifications, sometimes ending up in loops. We addressed some edge cases, and this should not be happening anymore. Thanks to everyone who highlighted this to us!

• Submission Response Time
  Optimized backend processes to reduce the delay when submitting comments, ensuring faster interactions and updates within the user interface.

Bug Fixes

• SQL Query Display in Slack
  Fixed an issue where incorrect SQL queries were being shown in Slack.

• BigQuery Issue
  Resolved a connectivity issue with BigQuery, ensuring reliable data retrieval and analysis capabilities.

• MSSQL Default Schema
  Fixed a bug where MSSQL was taking the default schema even when a specific one was provided, ensuring accurate data query execution.

• Chart Display Error
  Addressed a bug that was preventing charts from displaying correctly for users.

Introducing Knowledge, the single place in Wobby for organizational knowledge.

Does your company have a lot of internal slang? Do you work in an industry with very domain-specific language? Are you using non-standard metrics? Now, Wobby agents can easily learn domain-specific language and organizational knowledge to provide more accurate, context-aware analysis.

What Knowledge includes:

• Company-specific definitions: Teach agents what "ARPA" means in your organization, or that "People team" refers to HR

• Pre-approved SQL templates: Define how key metrics should be calculated (like revenue per region or customer churn rate) so agents always use the right formulas

• Industry terminology: Help agents understand specialized terms unique to your business, like "paritair comité"

Think of Knowledge as an internal onboarding manual for your AI agents. Instead of generic responses, your agents now speak your language and understand your business context. This means more accurate insights, consistent calculations across teams, and agents that truly understand what you're asking for.

Knowledge is shared across your entire organization, so every agent benefits from the collective understanding – and it gets smarter over time as your team adds more context.

New Features

• Claude 4
  Wobby can now utilize the new Claude 4 models recently released by Anthropic.

• Schema View for Data Sources
  A new schema view is available to easily illustrate relationships within a data source, offering a quick glimpse into your data structure.

Improvements

• Improve the Flow of Connecting Data Sources
  Refined the user experience when connecting data sources to streamline the process.

• Improve Metadata Save UX for Table
  Improved the user experience for saving table metadata, ensuring smoother interactions.

• Improve Error Handling in Agent Completions
  Improved error handling mechanisms within agent completions to better manage context window limits.

• Improved Markdown Editor
  Fixed a bunch of rendering issues and added a formatting toolbar.

Bug Fixes

• SQL Template and Validating Definition Issue
  Resolved the issue with linked SQL templates and definition validation to ensure accurate execution.

• Slack Integration Reinstall Button
  Added a reinstall button to repair broken connections between Wobby and Slack.

• Fix SQL Execution Issues
  Resolved SQL execution errors that caused duplication of rows in results, confusing the agent.

• Fix Error Action Loops
  Corrected error action loop logic to prevent the continuous addition of warnings in traces.

• Fix Agent 'Recently Used' in Sidebar
  Fixed the broken functionality of the 'recently used' section in the agent sidebar.

• Fix 403 Error Refreshing Data Source
  Resolved the 403 error encountered when refreshing data sources.

• Fix Delay in Task Submit
  Addressed delays experienced during task submissions to ensure timely processing.