Product Roadmap
What just got shipped, and what's shipping next.
📚 Metric Catalog
A central catalog for your organization's metrics — browse, discover, and reuse consistent definitions across dashboards.
🧭 Expand and collapse table columns and rows
Expand and collapse table columns and rows so users can quickly focus on specific data without losing the overall structure.
🧰 Revamp Query Model Builder
Refresh the create and edit experience for query models to make building and iterating on them noticeably faster.
⚡ Dashboard auto-run on changes (old: Filter auto-apply)
Automatically re-run your dashboard whenever a filter, control, or source visualization changes — no Apply button required.
✅ Select all fields in a model
Click a single checkbox to select or deselect all fields in a model, folder, or sub-folder in the field picker.
📝 AI-powered Dashboard Summaries
Coming soon: auto-generate dashboard summaries that highlight key trends, notable changes, and actionable insights.
💻 Local Development with AI Agents
Coming soon: use local AI agents like Claude Code, Cursor, or GitHub Copilot alongside Holistics through MCP.
🔐 OAuth for MCP Server
Coming soon: connect web-based AI agents like Claude.ai or ChatGPT to the Holistics MCP Server without manual token setup.
🧠 Organization-level AI Memory
Coming soon: promote individual AI memory insights to the organization level, surfacing suggestions to improve the semantic layer and dashboards.
📊 AI Usage Analytics
Coming soon: give admins visibility into AI adoption — who's using AI, what questions get asked, and how usage trends over time.
🔌 Embed events: Control embedded dashboards with JavaScript
Send commands to an embedded dashboard and listen for events back in your host app using the standard postMessage API.
[Beta] ✨ AI Development Copilot
Build datasets, dashboards, or edit any code file in Development with an AI copilot — dramatically speeding up your analytics workflow.
🎨 As-Code Color Palettes
Define and manage color palettes directly in AML for consistent, reusable branding across your workspace.
🛡️ Prevent invalid metric breakdowns in multi-fact schemas
Control which dimensions can be used with each metric using filter_direction, preventing silent data correctness issues in complex models.
🗄️ Reusable Library in Reporting
Announcing the upcoming Reusable Library in Reporting, allowing dashboard editors to browse and insert shared components without switching to Development.
🔗 Connect GitHub at the org level with the Holistics GitHub App
Install the Holistics GitHub App on your GitHub organization to connect repos at the org level. No SSH keys, no PATs, no per-person setup.
🔢 Auto-abbreviate numbers (K/M/B)
A new Auto option that automatically selects the right abbreviation unit (K, M, or B) per value based on its magnitude.
🎨 Customize Ask AI Interface in Embedded Analytics
Turn Ask AI into a seamless part of your product with full branding control over logos, messages, and naming
🧮 Calculation Builder: Percentile
Create continuous and discrete percentile calculations directly in the GUI.
🧠 AI Skills
Package your team's best workflows and domain knowledge into reusable AI Skills — so Holistics AI can run them consistently every time.
🤖 Use Claude as your custom AI provider
Connect your Claude API key and choose your preferred models for Holistics AI.
🤖 Use Gemini as your custom AI provider
Connect your Gemini API key and choose your preferred models for Holistics AI.
🧮 Calculation Builder: Arithmetic (+, -, ×, ÷)
Create arithmetic calculations (+, -, ×, ÷) directly in the GUI - no AQL required.
🔧 Configure User Access to AI
YControl who can use Holistics AI in your organization
📤 Export Widget Now Reflects Ad-hoc Interactions
Exports from canvas dashboard widgets now capture active ad-hoc interactions - filters, date drill-downs, and breakdown changes - so what you export matches exactly what you see.
🛡️ Automate user provisioning with SCIM
Sync users and groups from Okta or Microsoft Entra ID to Holistics, and enforce SSO-only authentication.
💬 AI chat history
Your AI conversations are now saved automatically. Revisit, search, and continue past analyses anytime.