| Source-backed metrics | The report shows a KPI card without explaining which connector, date range, source row, or metric rule supports it. | SIRJ routes reporting claims through metric definitions, data validation, source health, and data lineage before they reach client-facing outputs. |
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| Weekly delivery loop | The agency still manually checks what changed, writes the summary, sends the email, and wonders whether delivery succeeded. | Weekly insights generate performance summaries, attention items, anomaly alerts, recipients, sent or failed states, and a route back to the dashboard. |
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| White-label output | Branding is applied as a surface-level template while the source path, scope, and exported report evidence remain unclear. | White-label reporting separates client branding, scoped invitations, branded snapshots, weekly recipients, and export behavior from the source-backed proof layer. |
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| Client workspace scope | A reporting tool looks fine for one client but creates access, branding, workspace volume, and recipient problems as the agency scales. | Client workspaces explain visible-client scope, agency overview, invitations, role boundaries, weekly recipients, workspace limits, and account-level reporting handoff. |
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| Export auditability | The report can be downloaded, but the agency cannot prove what snapshot was exported, who requested it, or whether the export failed. | Reports and exports pages explain frozen report snapshots, PDF export status, export history, failure states, tenant data exports, and retention boundaries. |
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