Reporting

Low-cost reporting systems: send the right numbers to the right channel

SMEs do not always need a large BI platform immediately. Many teams need clean data, a few core metrics, and scheduled reports through email, Lark, Zalo, or Slack.

7 min read

Good reporting starts with management questions

Do not start with charts. Start with what the owner asks every day: revenue, late orders, unpaid invoices, risky stock, and blocked work.

  • Revenue
  • Late orders
  • Receivables
  • Inventory

Automated snapshots can beat dashboards nobody opens

If the owner only needs a morning view, an automated snapshot can outperform a complex dashboard. Use dashboards for drill-down later.

  • Daily email
  • Lark card
  • Light PDF
  • Drill-down link when needed

When real BI is needed

Use a full BI setup when data has many sources, roles, long history, and genuine drill-down requirements. Before that, ship a small report that runs reliably.

  • Many sources
  • Many roles
  • Large history
  • Real drill-down need