What this service solves
Put one recurring operations report on a schedule with an agreed definition for each metric. The report connects the selected sources to one delivery channel and makes it clear which period is covered, which data has arrived, and which checks an owner can use to reconcile a number.
What you get
Scheduled operations report
One recurring output for the approved recipients that shows the reporting period and whether the source data is complete.
Metric dictionary
Definitions for each metric, including its source, calculation, and reporting period.
Reconciliation checks and run history
Evidence of what ran and checks the owner can use when a source or total looks different from the baseline.
What’s included
Map source metrics and timing
Map each metric to its source fields, filters, time zone, and period cutoff. Agree how source corrections affect the reported total.
Generate and distribute the scheduled report
Generate and distribute the report on the agreed schedule and through the selected channel.
Flag late or incomplete source data
Detect late or incomplete source data and show it in the report or run status. Keep a confirmed zero distinguishable from an unknown value.
How implementation works
Agree metrics
Agree on the metrics and confirm their definitions with the people who read and own the report.
Build and compare outputs
Build the output and compare it with a representative prior report or independently checked period. Resolve or document differences.
Test delivery and hand off
Test distribution and the incomplete-data state. Hand over the metric dictionary and the run history used to trace future issues.
Technical considerations
- Reporting boundaries
- Record the period, time zone, inclusion rules, and the field that places an event in the period. Distinguish an event's actual date from its import date so a late update can be reconciled against the correct reporting window.
- Completeness and reconciliation
- Define which source observation marks the period complete. Compare totals to the agreed baseline and document legitimate differences such as a corrected cutoff. Give the reporting owner a visible incomplete state when a required source has yet to arrive.
Systems, inputs & prerequisites
Approved metric definitions, source access, recipients, and a historical report.
- Read access to the selected sources, approved metric definitions, and a historical report for comparison.
- The schedule, recipient list, and reporting owner who can confirm when data for a period is considered complete.
Starting scope & pricing
Base scope
Up to two data sources, eight metrics, one scheduled report, and one delivery channel.
Illustrative workflow
Read order totals
Count the agreed events within the reporting period and check the source cutoff.
Read support totals
Apply the agreed ticket filters and record when the source last updated.
Deliver the report
Show both totals, the period, and a visible warning if one input is incomplete.
Validation & handover
- Reconcile a representative reporting period and document any difference between the new output and the agreed baseline.
- Test a period with one incomplete source and verify that a recipient can distinguish missing data from an observed zero.
- Confirm the selected delivery channel and show the reporting owner where the output period, source state, and run appear in the run history.
Limitations & possible extras
Limitations
This scope covers one scheduled report and one delivery channel. Additional sources, historic backfill, reporting licenses, and wider distribution are scoped separately.
Source data can be late or incomplete. Incomplete periods need a visible state.
Possible extras
Warehouse or reporting licenses, additional recipients, or historical backfill.
Questions about this service
How does the report handle a late source?
Agree on when data must arrive for the scheduled run to count as complete. Show the affected period as incomplete when that source misses the cutoff so readers know the figures may change.
What if a source is corrected after the report was sent?
Agree how the owner should reconcile the affected period and whether to send a correction through the selected channel. Historical reprocessing can require separate work.
Why might the new report disagree with our spreadsheet?
Check whether both use the same time zone, event date, filters, and duplicate handling. Document any deliberate difference in the metric dictionary so readers can compare like periods.
Can we deliver the report through multiple channels?
The starting scope covers one delivery channel. Additional channels or distribution requirements need review so the team can confirm access and how each delivery will be checked.