Reporting and KPIs
Produce decision-ready coworking reports from defined sources while preserving human ownership of definitions, data quality, interpretation, and access.
Primary roles: owner-operator, finance, operations-manager, multi-location-operator
Stages
1. Define measures and owners
Leaders document each decision, metric definition, source, owner, audience, cadence, and acceptable data limitation.
Manual tasks
- Agree definitions for occupancy, utilization, revenue, churn, and other local KPIs
- Approve who may see member-level and financial detail
Automation opportunities
- Maintain a shared metric dictionary and review schedule
- Flag definitions or owners that are missing or overdue for review
Suggested tools
Risks
- Different definitions can make site or period comparisons misleading
2. Prepare and check data
Responsible staff reconcile source records, investigate anomalies, and approve transformations before publication.
Manual tasks
- Reconcile totals against authoritative operational and finance records
- Investigate missing, duplicated, or unexpectedly changed data
Automation opportunities
- Refresh approved extracts and repeatable transformations
- Produce a data-quality exception list for owners
Suggested tools
Risks
- A successful refresh can still contain incomplete or wrongly mapped data
3. Review and act
Authorized people interpret trends with operating context, record decisions, and avoid exposing unnecessary member-level information.
Manual tasks
- Review caveats and local events before drawing conclusions
- Assign and follow up on actions rather than treating dashboards as decisions
Automation opportunities
- Publish role-appropriate dashboards from approved data
- Alert owners to threshold changes for investigation
Suggested tools
Risks
- Targets can encourage harmful behavior when context and safeguards are absent
Success metrics
- Percentage of reported KPIs with an owner and current definition
- Reconciliation exceptions unresolved at publication time
- Percentage of review actions assigned and completed by the agreed date
Last reviewed: 2026-07-18