Demo Spark is a fictional company · public demo, no login required

Changelog

Changelog

What changed in the dashboard and when.


7 June 2026 — Accountant toolkit added

  • Added the full tactical toolkit: debtor chase list with per-debtor payment profiles, 13-week cash forecast, supplier payment analysis, VAT prep with exceptions, transaction anomalies, and working capital.
  • The toolkit runs on the same Xero data already connected — no new sources, no configuration.

4 June 2026 — Data-pages dashboard shape

  • Six downloadable data pages (Revenue & Margin, Cash & Working Capital, AR Aging, Customer Concentration, Clients by Revenue, Expense Categories).
  • The MCP connection is the conversation layer — the dashboard is the record; questions go to Claude.

17 March 2026 — Initial dashboard build

  • Connected Xero accounting data: invoices, bills, payments, manual journals, balance sheet, P&L.
  • Core metric views for revenue, margin, AR, cash, working capital, and customer concentration.

Back to Methodology