Sys Data Lab
Reports your systems still recognise after the rename
We atlas the feeds behind board packs, audit whether KPIs still mean what their labels claim, and rebuild cohorts that invent phantom churn after migrations.
Book a reporting scope call“Finance swore fulfilment collapsed after the ERP move. The Continuity Audit showed a status remap—same floor, different bucket. The pack calmed down before we touched a single process.”
Primary engagement
Systems Report Atlas
Start from the board decisions those packs are meant to support, then lock the sources, joins, and refresh windows that must stay true—so weekly numbers stop arguing with the floor.
From HK$29,400 · 12 business days
Read the atlas brief
Other engagements you can request
Informational pricing only—no payments are processed on this site.
- Metric Continuity Audit Prove whether a KPI still means the same thing after schema changes, or only shares a familiar label. HK$33,600
- Reporting Cohort Rebuild Repair broken entity timelines so week-over-week systems reports stop inventing phantom churn. HK$36,200
- Reporting Desk Hours A monthly retainer so new systems reports do not reopen last quarter’s definition debt. HK$19,800 / month
What stays with your team
Owned reporting artefacts—not a black-box service that keeps running without you.
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Catalogues analysts can keep
Source maps and refresh contracts written so a new hire can instrument the next extract without inventing synonyms.
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Checklists for every board week
Validation steps finance and operations can replay after the next systems rename.
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Named limits
We mark sample gaps, identity fractures, and packs that cannot answer the question leadership is asking.