Changelog

AI Query Assistant v2 New

Major upgrade to our natural language query interface — now supports multi-step queries, follow-up questions, and generates charts automatically.

• Natural language to SQL with multi-step reasoning New
• Ask follow-up questions in context without re-stating your query New
• Automatic chart generation based on query type New
• Query explanation — AI shows its reasoning before running Improved
• Support for cross-source queries in natural language New
• Fixed: occasional timeout on complex aggregations Fixed

Dashboard Performance & Fixes

• 50% faster initial dashboard load time Improved
• Added 12 new chart types including heatmaps and Sankey diagrams New
• Dashboard sharing: added password protection option New
• Fixed: chart legend overlapping on small viewports Fixed
• Fixed: date filter resetting on dashboard refresh Fixed
• Fixed: PDF export missing custom fonts Fixed

Embedded Analytics & API v2

New embedding SDK makes it dramatically easier to embed Ludex in your own products.

• JavaScript SDK for embedding with zero-config setup New
• Row-level security for embedded dashboards New
• REST API v2 with improved rate limits and webhook support New
• API keys now support fine-grained permission scopes Improved
• New connectors: Databricks, ClickHouse, TikTok Ads, Klaviyo New
• Security: improved JWT token rotation for embedded sessions Security

Ludex 3.0 — Complete UI redesign Major

The most significant update in Ludex history. Rebuilt from the ground up with a new design system, faster query engine, and collaborative features.

• Complete UI redesign — cleaner, faster, more intuitive New
• Collaborative editing — multiple users can edit a dashboard simultaneously New
• Comments and annotations on any chart or data point New
• Query engine rewrite — 3x faster on complex joins Improved
• New metric builder with semantic layer support New
• AI-powered anomaly detection — runs continuously on all key metrics New
• Mobile app 2.0 — full feature parity with desktop New
• Security: SCIM provisioning for Enterprise SSO Security

Stability & Performance

• Fixed critical issue with Snowflake connector losing connection after 1h Fixed
• Improved query caching — 40% reduction in cache misses Improved
• Fixed: alert notifications occasionally not firing on weekend triggers Fixed
• Security: patched dependency vulnerability in auth library Security

Forecasting & Predictive Analytics

• Revenue and churn forecasting — AI-powered predictions on any time-series metric New
• Confidence intervals on all forecast charts New
• Custom forecast horizons (7, 30, 90 days, or custom) New
• Forecast accuracy tracking — see how predictions compared to actuals New
• Google Analytics 4 connector (replaces deprecated UA connector) Improved

Alerts v2 & PagerDuty Integration

• PagerDuty integration for on-call incident alerts New
• AI-driven smart alerts — reduces false positive alert volume by 70% New
• Alert grouping and deduplication New
• Microsoft Teams connector for alert delivery New
• Alert history and audit log Improved