Changelog
The latest features, improvements, and fixes shipping in Memnai.
February 2026
Interactive Dashboards
New Feature
February 20, 2026
- Click any chart element to drill down into the underlying rows that produced that data point
- Cross-filtering — click a bar or slice to instantly filter every other panel on the dashboard
- Conditional formatting rules color-code table cells based on thresholds you define
- Threaded comments on dashboards let your team discuss data in context with @mentions
- Five new chart types — heatmap, histogram, combo (bar + line), progress bar, and treemap
Data Source Expansion
New Feature
February 20, 2026
- Connect Snowflake, Google BigQuery, and Amazon Redshift warehouses alongside your existing databases
- Cross-source reports — join results from two different data sources by a shared key column
- Share any dashboard via a public link — no login required, with optional expiry and access tracking
- Export from any source type (database or API) to CSV, JSON, or Excel with full parity
Data Governance & Trusted Metrics
New Feature
February 20, 2026
- Build a trusted metrics library — save reusable SQL metric definitions with descriptions, tags, and verified badges
- AI-aware metric matching — ask a question and Memnai automatically finds the right metric from your library
- Admin-verified badges on dashboards and metrics signal which data sources your team can trust
- Monaco SQL editor with syntax highlighting replaces the plain text editor across the app
- Upload CSV files to query alongside your databases — auto-detects column types, expires after 7 days
Operational Automation
New Feature
February 20, 2026
- Schedule recurring report deliveries via email (with PDF attachment) or Slack webhook on any cron frequency
- Set threshold-based alerts that monitor your data and notify you when values cross a boundary
- Dashboard version history automatically tracks every change — restore any previous version with one click
- Query history page shows all queries across reports with execution time, row counts, and re-run shortcuts
Multi-Panel Dashboard Builder
New Feature
February 20, 2026
- Build dashboards with multiple panels from any combination of database and API reports
- Drag-and-drop grid layout — resize and rearrange panels to tell your data story
- Dashboard-level filters (date range, dropdown, text search) that update all connected panels at once
- Five new chart types: area, KPI card, gauge, waterfall, and funnel — 10 total visualizations
- Parameterized queries let filters drive your data without regenerating SQL or API requests
Smarter API Query Generation
Improvement
February 19, 2026
- Asking for 'all subscriptions' or 'every customer' no longer triggers unnecessary clarification — filters are correctly omitted
- Date filters like 'this year' now work reliably with APIs that use nested parameters (e.g. Stripe's created[gte])
- API connections now have the same circuit breaker protection as database connections for more reliable queries
Dashboard Design Refresh
Design
February 19, 2026
- Redesigned dashboard cards with clearer hierarchy and better readability
- Improved chart rendering for faster, more responsive visualizations
- Refined dark mode across all dashboard views
Billing & Subscriptions
New Feature
February 18, 2026
- Self-serve subscription management from your account settings
- Clear plan comparison so you can pick the right tier
- Secure payment processing powered by Stripe
Admin Controls & Role Management
New Feature
February 17, 2026
- Dedicated admin panel for managing your team and workspace
- Assign roles to control who can create connections and run queries
- Organization-wide settings accessible to admins only
API Catalog & Source Suggestions
Improvement
February 12, 2026
- Browse available API endpoints from your connected sources
- Smart suggestions help you discover relevant data faster
- Full parity between database and API connection workflows
Team Invitations with Email
New Feature
February 10, 2026
- Invite teammates by email directly from the settings panel
- Invitees land in your workspace with the right role automatically
- Track pending invitations and resend or revoke as needed
Smarter AI Responses
Improvement
February 5, 2026
- More accurate SQL and API request generation from natural language
- Better handling of ambiguous questions with clarifying context
- Improved schema awareness for complex multi-table queries
Better Exports & Charts
Improvement
February 1, 2026
- PDF exports now include full chart visualizations
- Excel exports with formatted headers and auto-sized columns
- New chart types for more flexible data presentation
January 2026
Audit Log & API Export Parity
New Feature
January 28, 2026
- Complete audit trail of every action in your workspace
- Export dashboards built from API sources, not just databases
- Consistent save and re-run experience across all source types
Production Security Hardening
Security
January 20, 2026
- Strengthened credential encryption and key management
- Tightened input validation across all query endpoints
- Enhanced organization isolation for multi-tenant safety
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