Dashboard briefing and data check

This briefing is for teams with plenty of numbers but not enough clarity about which numbers are trustworthy and which decisions they support. Iris reviews data sources, definitions, reporting cadence and how dashboards are currently used. The analysis exposes where figures are ambiguous, where definitions conflict and which KPIs add noise instead of insight. The requester receives a clear dashboard briefing: which questions the dashboard should answer, which data is required, which assumptions must be documented and which signals should trigger action. The service also helps translate management questions into measurable indicators without filling the dashboard with decorative charts.