What is Count?

Count is a collaborative analytics canvas with a reusable metrics layer. It brings the whole decision loop - Identify → Explore → Decide → Monitor - into one space where data and business teams work side‑by‑side on live data.

The Canvas (where work happens—together)

  • Freeform, multiplayer: dashboards, notebooks, reports, metric maps, visualisations
  • Real-time co-editing, comments, @mentions, review requests
  • Cells for SQL, Python, low-code, text, embeds
  • dbt in-canvas: browse/reference models, view lineage & tests as you build
  • Present mode for polished, interactive report sharing
  • Cost-saving execution: pull a warehouse snapshot; analyse in DuckDB so you’re not paying for every tweak

The Metrics Layer (what stays true)

  • Reusable, governed metrics/datasets with roles, reviews, version history, lineage
  • Consistent logic across teams and canvases, fast and consistent.

The Decision Loop (how it all connects)

  • Identify → Explore → Decide → Monitor in one place
  • Parameters for safe self-serve; alerts to watch key metrics
  • Share live, collect feedback in context, reach trusted decisions
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