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Memnai

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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