• Sort, filter, and group — reorder columns, filter rows, and group by any field directly in the table
• Pivot your data — turn a flat table into a pivot without leaving the canvas
• Clickable cells — wire any cell or column to trigger a follow-up action, like drilling into the underlying detail or kicking off a deeper analysis

• Native Arrow Flight SQL — connects through Dremio's high-performance Arrow Flight SQL interface
• Automatic schema discovery — Veezoo introspects your spaces and datasets so you can build your Knowledge Graph in minutes

Dremio joins our growing list of supported warehouses and lakehouses. Just add your connection details and you're ready to query.

• Any shape you need — describe what you want and the canvas appears. Ask it to become a slide deck, an executive report, or a dashboard, and it transforms instantly
• Embedded AI agents — build interactive canvases with buttons that trigger live analysis, like a business case builder or a root cause investigation guide
• Fully editable — click into any text, rearrange sections, change formatting. Or just ask Veezoo to edit it for you
• Verify every claim — highlight any statement and click verify. Veezoo checks it against your data and shows you the source
• Grounded in your Knowledge Graph — every number traces back to a governed metric, and canvases can be saved as reusable building blocks

Read the full announcement →

• Keep your train of thought — ask your next question the moment it comes to mind, without waiting for the current answer to complete
• Review before they run — queued questions appear as chips above the input, where you can edit, run now, or remove them
• Runs in order — each queued question runs as soon as the previous answer fully settles, so nothing collides
• Stay in control — while an answer is streaming, the Send button becomes a Stop button so you can halt and reprioritize at any time

• One endpoint — point any MCP-compatible client at `POST /mcp` on your Veezoo deployment and it immediately sees Veezoo as a data source
• Ask questions, list knowledge graphs — the server exposes tools for asking natural-language questions and listing available knowledge graphs, with more tools on the way
• Reuses your API keys — MCP authentication uses the same `X-Api-Key` header as the rest of the public API, so access control and rate limits are unified
• Perfect for AI agents — give your agents read access to trusted business data without building a custom integration

Check the MCP docs here!

Available on the Enterprise plan.

• Non-owner share modal — opens a dedicated modal that shows the access-rights notice up front and a one-click Copy button
• Respects existing permissions — the recipient still needs access to the board; link sharing doesn't grant new permissions

• First-class async client — call every public API endpoint, including the new `/questions` endpoint, with type-hinted models and proper error handling
• Interactive CLI — kick the tires from your terminal with `veezoo` commands for asking questions, running VQL, and listing knowledge graphs

Check the SDK docs here!

Available on the Enterprise plan.

• Toggle SQL execution per question — turn SQL execution on or off inline, without leaving chat
• Auto-apply toggle — decide whether VQL edits should be applied automatically or wait for your confirmation

Available to users with the Creator role.

• Ask anything in natural language — the same AI that powers the chat is now a single HTTP call away
• Structured responses — get answers, data tables, and the generated VQL/SQL back as JSON for any downstream processing
• Error context preserved — partial answers and errors surface in the response so your integration can handle them gracefully

Check the API docs here!

Available on the Enterprise plan.

• Automatic layout — Veezoo detects when your data has source/target/value columns and picks the right chart type
• Interactive — hover over nodes and links for details, and click to filter like with any other chart
• Works everywhere — available in chat answers, on boards, and in scheduled deliveries
• AI-aware — ask for "a Sankey of user flows from signup to purchase" and the AI will pick the right chart for you

• Opt-in prompt — Veezoo asks to enable notifications the first time an answer takes a while, with a simple one-click setup
• Click to jump — click the notification to go straight to the completed answer in your chat
• Multi-tab aware — notifications are only sent when the Veezoo tab is in the background, and coordinated across tabs so you don't get duplicates

• Rich layouts — KPI cards, progress bars, styled tables, comparison panels — anything expressible in HTML and CSS
• Data-driven templates — powered by the Liquid templating language with access to your query's columns and rows, including number and date formatting filters
• Works everywhere — in chat answers, on boards, and in scheduled deliveries

Ask for a visualization that goes beyond standard charts — "create a comparison card for the top 3 products" — and the AI will choose the right engine automatically.

• Cleaner, centered layout — conversations are centered on screen with more breathing room and less visual clutter
• New input box — a floating, auto-expanding input at the bottom of the screen, inspired by modern AI chat interfaces
• Refreshed icons — the footer icons for Knowledge Graph, settings, and navigation have been updated for a more polished look
• Improved visualization picker — chart type options are grouped with dividers, and switching types no longer scrolls the page

All existing functionality remains fully accessible — just in a cleaner package.

• Connect via OAuth — link your Teams workspace in Veezoo Admin > Integrations with a guided setup flow
• Choose your channel — when scheduling an agent or board, pick a Teams channel or group chat as a delivery target
• Rich messages — results arrive as well-formatted Teams messages with headers, tables, and images

Learn how to set up Teams for your organization.

Available on the Pro and Enterprise plans.

• Charts in Slack — bar charts, line charts, pie charts, and custom Vega-Lite visualizations are uploaded as images alongside your Slack message
• Smart formatting — long messages are automatically split to stay within Slack's block limits, so nothing gets cut off

Your scheduled Slack reports now look just as complete as the ones landing in your inbox.

Available on the Pro and Enterprise plans.

• One dialog, two views — switch between the VQL query and the generated SQL with a single click, without opening separate windows
• Shared code block — both views use the same syntax-highlighted component with copy support

A small quality-of-life improvement for creators who want to quickly verify how Veezoo translates their question into SQL.

• Admins can manage users, roles, integrations, and organization settings in Veezoo Admin — on top of all Creator capabilities
• Creators can build and edit Knowledge Graphs, create boards, and model data — but no longer have access to Veezoo Admin
• Existing Creators have been automatically upgraded to Admins, so nothing changes for your current team

This lets you grant Knowledge Graph editing access to more people without giving them full administrative control over your organization.

• Charts in your inbox — bar charts, line charts, pie charts, and custom Vega-Lite visualizations render as images directly in the email
• Maps included — geographic maps are captured and delivered alongside your data

Powered by a new server-side rendering engine, your scheduled board reports now look exactly like they do in Veezoo.

Slack delivery support is now available — see the March 19 update.

Instead of switching between Veezoo and your database tools, the agent can now see what's actually in your database and use that to help you model:

• Discover tables and columns — instead of manually browsing tables to import, the agent can inspect your database schema and recommend what to bring into the Knowledge Graph
• Fix broken mappings — if a column got renamed or a table changed, the agent can see the underlying structure and help you adapt the Knowledge Graph to match
• Read-only only — the agent can only read data, never write, modify, or delete anything in your database

This capability is available to Creators only — it is not used for answering business questions and is not visible to viewers.

To enable it, an admin must first turn it on for the organization in Veezoo Admin, and then each Creator can activate it individually in Settings (click your name in the sidebar).

Available on the Pro and Enterprise plans.

• Browse all catalogs — Veezoo discovers available catalogs and presents them as nested folders, so you can pick exactly the tables you need
• Cross-catalog queries — ask questions that join data across catalogs seamlessly

• Ask for changes — "add a revenue trend line" or "split the chart by region" — and Veezoo updates the board for you
• Replace in place — hit Save and choose to replace the original board, so only the widgets change while everything else stays the same
• No broken links — schedules, Slack deliveries, shared URLs, and permissions are all preserved

• Set up once — connect your Slack workspace via OAuth in Veezoo Admin > Integrations
• Choose your delivery channel — when scheduling an agent or board, pick Email, Slack, or both
• DM or channel — send results as a direct message to yourself, or post to a shared Slack channel so your whole team stays in the loop
• Rich formatting — results arrive as well-formatted Slack messages with headers, tables, and bullet points
• Run Now respects your choice — the Run Now button delivers to whichever channels you've selected

When Slack is not configured for your organization, the option is hidden automatically — no clutter.

Support for Microsoft Teams is coming soon.

Available on the Pro and Enterprise plans.

• Review each proposed edit before it takes effect — accept, modify, or reject
• Edit the VKL before accepting if the suggestion needs tweaking
• The agent automatically continues after your decision — no need to type "continue" or re-prompt
• The agent sees your decisions and adapts its next steps accordingly

Previously, after the agent proposed an edit, you had to manually prompt it to keep going. Now the workflow is seamless: review, decide, and the agent picks up right where it left off.

This includes:

• Full UI translation — every button, label, and message is available in Spanish
• Natural language understanding — ask questions in Spanish, including date expressions like "próximo trimestre" or "el año pasado"
• Knowledge graph labels — base concepts, functions, units, and country names are all translated
• Agent support — agents and quick actions work in Spanish out of the box

To switch, simply change your language preference in the user settings.

Instead of a static checklist, you now see a set of actionable tiles tailored to your role:

• Get Started — a guided walkthrough of Veezoo, personalized for viewers or creators
• Explore Data — discover what insights are available in your data
• Create a Dashboard — build your first dashboard with key metrics
• Optimize Knowledge Graph — improve how Veezoo understands your data (creators only)

Each tile launches a conversational AI agent that guides you through the action step by step.

You can dismiss tiles you don't need and re-add them anytime from the "Manage Quick Actions" modal. Tiles automatically grey out once completed — for example, "Create a Dashboard" completes when you've built your first board.

Schema sync:

• Veezoo periodically checks your database for structural changes — new tables, renamed columns, removed fields — and flags mismatches in the knowledge graph
• Only runs for active knowledge graphs to avoid unnecessary database load

Description sync:

• Table and column descriptions maintained in your database (via `COMMENT ON` or metadata fields) are automatically pulled into the knowledge graph
• Supported for Snowflake, PostgreSQL, BigQuery, and Databricks
• Descriptions appear as `synced_description` properties in VKL, visible directly in the Studio editor

In Studio:

• See synced descriptions as inline code lenses while editing VKL files
• View database descriptions during table import to understand columns before adding them
• Missing item indicators alert you when the database no longer contains a referenced table or column

A progress card appears inline in the chat showing:

• Each task with its current status — pending, in progress, completed, or cancelled
• A circular progress ring showing overall completion
• Auto-collapse when all tasks are done, with a compact summary

The card stays pinned at the top of your viewport while you scroll through the results, so you never lose track of progress.

Available endpoints:

• Run VQL queries — execute Veezoo Query Language queries and get structured columnar data back
• Execute shared answers — trigger pre-built shared answers by ID for automated reporting
• Health check — verify connectivity with a simple ping

Authentication & management:

• API key-based authentication via the `X-Api-Key` header
• Manage API keys from the new Admin > API Keys page — create, view, and revoke keys
• Built-in rate limiting to protect your deployment

Check the full API documentation here!

Available on the Enterprise plan.

• Copy to clipboard — paste charts and tables straight into emails, presentations, or documents
• Download as image — export any visualization with a single click
• Export from anywhere — works on individual answers, multi-step results, and board widgets
• Filter context included — exported images show which filters were applied, so viewers understand the data

Available alongside the existing CSV/Excel data export options.

What you can do:

• Write and format text with headings, lists, tables, task lists, and code blocks — all in a visual editor
• Use the slash command menu (type `/`) to quickly insert any block type
• Drag and drop blocks to reorder content
• Add code blocks with syntax highlighting for 14 languages including SQL, Python, and Scala
• Resize tables with draggable column handles

The editor is fully synced with the underlying VKL — edits in the visual editor update the VKL code and vice versa, so you can switch between views at any time.

When you pull changes that conflict with your branch:

• A Merge View opens with color-coded conflict regions showing both versions side by side
• Edit the merged result directly in the browser with full VKL syntax highlighting
• Push the resolved merge from Studio when you're done — no terminal needed

This makes collaborative knowledge graph development smoother, especially when multiple team members are editing the same model.

For example, set "Active" to green and "Inactive" to red in your VKL configuration using the `chart_color` property — every bar chart, line chart, or scatter plot will respect those colors automatically.

• Consistent coloring across all chart types
• Color preview directly in the VKL editor
• Autocomplete support for the `chart_color` property

Perfect for status fields, categories, or any dimension where color consistency matters.

Powered by Vega-Lite, this new charting engine lets you go beyond standard bar, line, and pie charts:

• Describe what you want — "create a calendar heatmap of daily revenue" or "show a faceted chart by region" — and the AI generates a custom chart from your data
• Iterate with natural language — refine your chart by saying "make the bars red" or "add annotations for outliers"
• Click to filter — click on any data point to drill down, just like with standard charts
• Undo/redo and suggestions — step through your modification history, and get follow-up suggestions after each change

Custom charts work everywhere: in chat answers, on boards, and in shared answers. The standard Highcharts engine remains the default — Vega-Lite is an additional option for when you need something more creative.

With Git version control in Studio, you can:

• View a visual side-by-side diff of your Knowledge Graph changes
• See exactly what was added, modified, or removed by whom and when for each commit
• Reset your Knowledge Graph to a checkpoint with a single click
• See the full diff view of your branch changes compared to Main

Now you can ask Veezoo to "improve the modeling following best practices" and it will:

• Detect common issues like wrong data types, missing units, or technical IDs being exposed
• Propose and apply better names, descriptions, and relationships across your Knowledge Graph
• Reformat dates, numbers, and currencies for clearer, more consistent analytics

You stay in control by reviewing the changes, while natural language replaces a lot of manual field-by-field cleanup.

• View a summary of all changed files with a commit count showing how far ahead you are
• Click on any file to open a side-by-side diff showing additions and removals
• Push your changes directly from the diff view

Think of it as a built-in pull request preview for your knowledge graph.

• Open multiple VQL or SQL queries in separate tabs and switch between them instantly
• Your tabs and their contents are automatically saved per knowledge graph — close the browser and come back to find everything exactly as you left it

🤖 Agent Scheduling

• Schedule any agent to run on a daily, weekly, or monthly basis
• Choose up to 3 time slots per day and pick your timezone
• The agent runs autonomously, executes its instructions, and emails you the results
• Add custom instructions to control what gets sent (e.g., "only send if revenue exceeds $10k")

📊 Board Scheduling

• Schedule any dashboard to be summarized and delivered via email
• Veezoo generates an AI-powered summary of your board's key insights
• Customize the summary focus with instructions like "highlight sales trends"

▶️ Run Now

• Test your schedule instantly with a Run Now button before waiting for the next scheduled time

Results are delivered as styled HTML emails with tables, key findings, and full context — ready to read on any device.

Available on the Pro and Enterprise plans.

What's New:

🗣️ Conversational Dashboard Building

• Simply describe what you want to see: "Show me sales performance by region with monthly trends"
• Our AI instantly creates a complete dashboard with relevant widgets and visualizations
• No more manual widget placement or configuration

🎨 Intelligent Layout & Design

• Automatically optimizes widget placement for maximum readability
• Smart visualization selection based on your data types and relationships
• Responsive layouts that work perfectly on any screen size

⚡ Instant Iteration

• Refine your dashboard with follow-up requests: "Add a comparison to last year"
• Modify existing widgets: "Make the sales chart a bar chart instead"
• Add new sections: "Include a customer satisfaction breakdown"

🔄 Seamless Integration

• Works with all your existing data sources
• Maintains full compatibility with traditional dashboard editing
• Export and share just like any other dashboard

Key Benefits:

• Speed: Create comprehensive dashboards in seconds, not hours
• Accessibility: No technical expertise required - just describe what you need
• Flexibility: Easily adapt dashboards as your requirements evolve
• Consistency: AI ensures professional layouts and appropriate visualizations

Getting Started: Just type "Create an amazing dashboard" and see what Veezoo comes up with.

This feature democratizes dashboard creation, making powerful data visualization accessible to everyone on your team.

🤖 Session-to-Agent Creation

• Convert any chat session into a reusable agent with one click
• Your agent learns from the entire conversation context and analytical patterns
• Preserve complex analytical workflows for future use

🔧 Sidebar Access & Easy Editing

• Access all your agents directly from the sidebar for instant availability
• Edit and refine agent behavior as your needs evolve
• Share agents across your team for consistent analytical approaches

🎯 Powerful Use Cases:

• Basket Analysis: Create agents that automatically identify product relationships and purchasing patterns
• Product Review Analysis: Build agents that continuously monitor and analyze recent customer feedback
• Custom Research Workflows: Turn complex multi-step analyses into repeatable processes
• Business User Onboarding: Create guided agents that help new users navigate your data

Getting Started: After any productive chat session, simply click "Save as Agent" to transform your conversation into a reusable analytical tool. Find all your agents in the sidebar for quick access anytime.

What's New:

• Search functionality for concept definitions across all files
• Jump-to-definition capability for faster navigation

Added historized dashboard view tracking functionality to MetaVeezoo, enabling creators to monitor dashboard usage patterns over time. This enhancement provides valuable insights into dashboard engagement and helps creators understand which dashboards are most frequently accessed by users.

Click on 'Modify Visualization' and write 'make it like a heatmap' or 'add a hyperlink'.

So next time you see that a KPI dropped, just ask Veezoo 'why did it drop?'.

Check it out:

You can also choose to enable or disable this feature over Studio:

Your data will never be used for training and your query results are never stored!

# What you can do

• Conditional styling – turn negative numbers red, highlight outliers, or shade specific ranges.

• Compact or locale‑aware number formats – e.g. $3.9K, CHF 2.4 Mio.

• Rich KPI tiles – add icons, ratings, or even rockets 🚀 to celebrate growth.

# How it works ``` number Profit { name.en: "Profit" sql: "${order.profit}" extends: onto.Profit unit: onto.Currency.USD

html: """ {% if value < 0 %} (${{ value | abs | format_number_compact }}) {% else %} ${{ value | format_number_compact }} {% endif %} """ } ```

Ready to bring your numbers to life? Dive into the full docs!

Check the docs here!

What's new?

• Seamless Transformation: Creator users can now convert an existing board into VKL by selecting the "Transform to VKL Board" option in the board's dropdown menu.
• Preview Before You Transform: Check out the generated VKL code with the "VKL Board (Preview)" button to see exactly how your board will be defined.
• Enhanced Collaboration & Control: By defining boards as VKL code, you gain the benefits of version control, easier team collaboration, and effortless sharing across tenants. Plus, you can have your board available in development branches and even interact with it via the Chat UI by referencing its name.

What our demo video to see VKL Boards in action:

You can use it by adding in the properties for the SQL connection:

`authentication=ActiveDirectoryPassword`

With Studio Copilot, you can streamline tasks like writing VKL, adding descriptions, renaming concepts, and handling SQL syntax more efficiently.

Here are some of the ways Studio Copilot can help you:

• Rename concepts: Rename all concepts in a file based on specific naming conventions or requirements.
• Add descriptions: Automatically add relevant descriptions to all concepts, enhancing clarity and documentation.
• Customize display settings: Easily add a display_with for your most important concepts.
• SQL assistance: Get help with SQL syntax, such as converting strings to dates or writing `CASE-WHEN` statements.
• Define functions: Simplify the process of creating functions in your Knowledge Graph.

This is just the beginning, and we’re continuously improving Studio Copilot based on your feedback. If you have suggestions or ideas, let us know!

Start exploring and let us know what you think!

For example, if you ask something like "How many orders per shipping mode and product category?", your chart might show shipping mode on the x-axis and product category as the colors.

Now, with a single click on Swap Dimensions, you can instantly switch these roles—placing product category on the x-axis and shipping mode as the colors.

This feature works for many different charts, making it easier to view your data from different perspectives without having to re-create anything.

For instance, if you ask a vague question like "In which cities did we have issues with delivery?", you can now teach Veezoo to reformulate it as "Which cities have an On-Time Delivery Rate below 20%?" and even add an explanation to clarify the logic.

This improves Veezoo's ability to handle similar, vague questions more effectively in the future.

For hard definitions—such as KPIs or synonyms for concepts—we recommend leveraging existing functionalities like the Save New Definition button, VKL configuration in Studio, or directly adding context (e.g., synonyms or descriptions) to concepts.

Additionally, if you need precise control over results, you can now directly correct the VQL generated for a question and save it as a ground truth example. This ensures that Veezoo will prioritize your corrections when handling similar queries in the future.

Start teaching Veezoo and make it even smarter—tailored to your needs!

Now, with the Retry button, you can ask Veezoo to take another shot at answering your question. With this, Veezoo will analyze what might have gone wrong and make an improved effort to provide a better response.

Try it out and let Veezoo do the heavy lifting to refine your results!