Dashboard subscriptions
A good fit when the recurring workflow is tied to dashboards, questions, charts, and broader BI consumption.
Metabase is a strong BI and dashboard tool with subscriptions and alerts. Taavik is narrower: scheduled SQL exports, shared operational queries, and database documentation through a private agent.
BI dashboards vs operational exports
Use Metabase when the team needs dashboards, questions, visualization, and BI sharing. Use Taavik when the team already has operational SQL and needs recurring CSV or Excel delivery through a private agent.
A good fit when the recurring workflow is tied to dashboards, questions, charts, and broader BI consumption.
A good fit when the recurring workflow starts from saved SQL and needs a CSV or Excel download link delivered to email or Slack.
The agent executes read-oriented SQL from inside the private network where the database is reachable.
The same workspace keeps generated database documentation and schema change history close to scheduled SQL.
Operational pattern
The shared SQL library stores the query, variables, description, version history, and run audit.
See queriesChoose cadence, timezone, format, and delivery destination for the recurring run.
See schedulesEmail and Slack deliveries include a secure download link for the generated file.
See Slack deliveryChoosing
Finance reconciliation, stuck orders, failed transactions, missing documents, and data quality checks often need recurring row sets more than dashboards. That is the workflow Taavik targets.
Save the SQL, run it through the private agent, and deliver secure download links to the team.