Organization-level AI Memory will let admins promote useful insights from individual users' AI memory up to the organization level — surfacing suggestions to improve the semantic layer and dashboards based on real usage patterns.
Today, AI memory is per-user: what one analyst teaches the AI stays with that analyst. Promoting it org-wide means the whole team benefits. Over time, AI gets smarter for everyone, grounded in how your organization actually analyzes data.
AI Usage Analytics will give admins visibility into AI adoption across the organization: who is using AI, what types of questions get asked, and how usage trends over time.
This helps you measure ROI, identify training opportunities, and understand which teams get the most out of AI — so you can double down where it's working and unblock teams where it isn't.
Custom embedded app theme is planned for the Embedded Portal. Admins will be able to fully customize how Holistics looks inside their host app, matching brand colors, dark mode, and visual identity across the entire embedded experience.
Previously, embedded Holistics always rendered in light mode regardless of the host app's theme or brand colors. Now you can pass visual context via the embed payload and Holistics will adapt accordingly.
What's included:
AI Block turns your dashboard's data into a written narrative - so viewers get the "so what," not just rows and bars to interpret themselves.
Write a prompt once, and use it to:
The result persists as a saved block, and refreshes on demand or automatically when a source visualization changes.
Learn more: AI Block on dashboard
AI chat attachments let you add images and plain text or code files directly into your AI chat conversations for extra context.
With attachments, you can:
Supported file types:
Learn more: Conversation Context
AI Tasks let you define a reusable unit of AI work once, then run it automatically - on a schedule or on demand.
Use an AI Task for work that's repetitive, doesn't need your presence, and has a clear definition of "done." Because you set explicit acceptance criteria, every run is automatically checked pass or fail, not just generated.
Use it to:
Learn more: AI Tasks
If a Snowflake semantic view or a Databricks metric view already holds governed dimensions and measures, you can sync it into Holistics to build dashboards, implement embeds, and enable users to self-serve, without maintaining a duplicated definition.
At a high level, a Snowflake semantic view or a Databricks metric view syncs into Holistics as a Table Model. Once synced, you can add the model to a dataset to build dashboards and embedded analytics.
Following the launch of dark mode, we're introducing light & dark mode dashboard theme.
Each viewer sees Holistics in either light or dark mode, depending on their account setting. When you assign a theme to a dashboard, you can now choose how that theme responds to each viewer's mode:
Learn more: Create & apply a theme | Syntax reference
Working long sessions in Holistics with a fixed light interface causes real eye strain. We've added dark mode as a personal preference:
Your assigned dashboard theme stays static, but you can set separate themes for light and dark mode with light & dark mode dashboard theme.
Learn more: Switch to light/dark mode
Trace AI-triggered queries and jobs is now available across the Jobs API and warehouse query comments. You can now tell whether a query was triggered by AI, through which surface, and how the caller authenticated.
Previously, query metadata had no way to distinguish an AI-triggered query from a normal human-driven one, making it hard to attribute warehouse cost or audit usage by origin as AI usage grows.
Learn more: Trace AI-triggered queries and jobs