1-- auto-materialised by Query Director2WITH cohort AS (3 SELECT date_trunc('week', u.created_at) AS week,4 count(*) FILTER (WHERE s.status='active') AS retained5 FROM users u6 LEFT JOIN subscriptions s ON s.user_id = u.id7 GROUP BY 18)9SELECT * FROM cohort ORDER BY week DESC LIMIT 26;
BeforeTomorrow Dashboard Studio generates professional dashboard layouts with KPI cards, charts, and data visualization components. AI agents optimize information hierarchy, visual density, and user focus patterns.
Dashboard Studiouses BeforeTomorrow's domain engineering approach: rather than a generic AI prompt, it deploys specialized agents trained in the business communication and strategy domain. When you submit a brief, Claude Opus 4.6 handles creative judgment while Sonnet 4.6 manages intelligence extraction — together producing professional output tailored to your specific requirements and industry context.
Unlike generic document generators, every Dashboard Studio output is uniquely generated from scratch — adapting to your industry (across 140+ supported industries), audience, and specific goals. No two outputs are identical because the AI composes each piece individually rather than filling a template.
Revenue metrics, user engagement, conversion funnels, operational efficiency, marketing performance, and custom business metrics with appropriate visualization.
Design output includes layout specifications, chart types, and data hierarchy. Implementation requires frontend development.
Last updated: June 2026