Roadmap
Dataira evolves from a query tool into a self-improving data platform. Here's what's shipping, what's in progress, and what's coming next.
Feature timeline
Shipping now
Natural language queries
Ask in plain language. Get SQL, charts, and summaries grounded in your semantic layer.
Semantic layer
Ingest, interview, certify. Verified business context before any query goes live.
Learning loop
Corrections, usage patterns, continuous improvement. The more you use it, the better it gets.
Multi-surface delivery
Web chat, MCP/IDE, Slack, Discord. Ask once, answer everywhere.
In progress
Optimization engine
Analyze query patterns from chat and production logs. Suggest indexes, schema changes, and identify expensive queries.
Query analysis
Monitor MySQL query logs, pg_stat_statements, and other observability sources to understand real database usage.
Planned
ClickHouse sync & transforms
Automatic bronze/silver/gold layer creation. Scheduled jobs for incremental transforms.
Intelligent caching & materialization
Automatically materialize frequent queries. Speed up the answers your team asks most.
Dashboards & sharing
Build persistent dashboards from saved questions. Public and private sharing with export.
Lineage & governance
Track data lineage from question to transformation. Row-level security, audit logs, fine-grained permissions.
Get early access
Start using Dataira today and the platform grows with you. Every query makes the next one better.