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Roadmap

Current Priorities

Stability & Security (Active)

  • Comprehensive test coverage (target: 80%+)
  • Security audit and hardening
  • Error handling improvements
  • Performance optimization

Documentation (Active)

  • API reference completion (done — see API.md)
  • Video tutorials
  • Deployment guides for AWS, GCP, self-hosted

Near Term

Database Support

  • SQLite connector
  • BigQuery connector
  • Snowflake connector
  • DuckDB connector

AI Chief Data Brain (Sprint 1 Complete — see BACKLOG.md)

  • Foundation Layer: Data Graph, Insight Memory, Trust Layer
  • Autonomous Insight Feed (proactive analysis)
  • Anomaly Intelligence (root cause + severity)
  • Opportunity Detector (growth segments, undermonetized users)
  • Loss Detector (revenue leaks, conversion drops)
  • Insight → Action Engine (recommended actions with expected impact)
  • Cross-Source Reconciliation Engine
  • Semantic Layer Auto-Build
  • Query-less Exploration ("what's wrong?")
  • Temporal Intelligence Engine (trends, seasonality, lags)

AI Improvements

  • Query result caching with invalidation
  • Multi-turn conversation memory improvements
  • Agent learning from user feedback (active learning loop)
  • Cost optimization with model routing

UX Enhancements

  • Dark/light theme toggle
  • Keyboard-driven navigation
  • Query history search (Cmd+K / Ctrl+K)
  • Natural language query templates
  • Mobile-responsive sidebar drawer and layout

Medium Term

Collaboration

  • Real-time collaborative editing
  • Shared dashboards with public links
  • Comments on queries and dashboards
  • Slack/Discord integration for notifications

Data Pipeline

  • Scheduled query execution with alerting (ScheduleManager, cron + threshold alerts)
  • Data quality monitoring (Data Validation, sanity checks, benchmarks)
  • Automated anomaly detection (AnomalyIntelligenceEngine, proactive scans)
  • Report generation (PDF/email)

Enterprise Features

  • SSO (SAML, OIDC)
  • Audit log export
  • Role-based access control (granular permissions)
  • Multi-workspace support

Long Term

Platform

  • Plugin/extension system
  • Custom visualization builder
  • API-first mode (headless)
  • Self-hosted marketplace

AI

  • Multi-database join queries
  • Automated data modeling suggestions
  • Natural language data transformation
  • AI-powered data documentation generation

Contributing to the Roadmap

We welcome input on priorities. If you'd like to work on a roadmap item:

  1. Open an issue to discuss the approach
  2. Reference this roadmap in your PR description
  3. See CONTRIBUTING.md for guidelines