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7 Business Solutions
Cloud & Governed Data

Traceable Reporting

BI and executive reports designed with traceability from each agreed KPI to its authorized source.

  • Common semantic layer
  • Traceable KPIs
  • Audit evidence
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The problem

Where companies lose time, resources, or control

When every team builds reports differently, the leadership team gets different numbers for the same question. The fix is a common semantic layer plus traceability — not more dashboards layered on top of conflicting sources.

What 7 Business Solutions does

From business problem to operational software

  • Common semantic layer aligned across business areas.
  • Executive and operational dashboards wired to the semantic layer.
  • Source validation and reconciliation rules.
  • Traceability from KPI to source event.
  • Per-domain data governance.
  • Refresh strategy aligned with operational cadence.

Use cases

Operational scenarios for this capability

Concrete situations where this capability can support operations.

  • 01

    CFO dashboard with margin, cash flow, and variance.

  • 02

    HR headcount reporting tied to validated master data.

  • 03

    Operations performance tracking with cycle-time and SLAs.

  • 04

    Board-level reporting pack with traceability per number.

  • 05

    Report bundle with source evidence for audit review.

  • 06

    Copilot-drafted reports with sources and validations attached.

Capabilities and technologies

Stack and capabilities we apply

  • Power BI
  • Tableau
  • Looker Studio
  • Semantic layer
  • Data governance
  • Lineage
  • KPI catalog

What we deliver

Deliverables you can operate and audit

  • Documented semantic layer covering core business areas.
  • Executive dashboards aligned to the semantic layer.
  • Reconciliation reports across sources.
  • Traceability from each KPI back to its source data.
  • Governance policy and ownership map.
  • Refresh and SLA agreements per report.
Enterprise Copilot

What Enterprise Copilot can help solve

Enterprise Copilot helps interpret indicators using agreed definitions, explain variances, and prepare decision summaries.

Explore Enterprise Copilot

Next step

Want to build software, integrate SAP, or pilot an Enterprise Copilot?

We help diagnose the case, define a focused scope, and assemble the right team. Clear communication, without vague promises.

Request a diagnosisExplore Enterprise Copilot