Systems data reporting

Reporting Desk Hours

A monthly retainer so new systems reports do not reopen last quarter’s definition debt.

HK$19,800 / month · 3-month minimum

Bright office interior with soft daylight

Atlases and audits fix what already drifted. Desk Hours keep the next scheduled report from inventing new synonyms. Each month includes reviews of upcoming report changes, async answers on definition questions, and a short pulse on freshness flags we notice in shared packs.

We do not operate your warehouse account or run overnight jobs. The work is judgment: clearer schemas, sharper board questions, and pushback when a pack is asked to prove something systems telemetry cannot.

Best for reporting and operations teams with extracts already running who want a steady external check before numbers fray again.

Typically included

  • Two scheduled sessions per month
  • Async definition review
  • Monthly freshness pulse note
  • Priority replies for board-pack blockers

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