Agree the question
Identify the decisions a report should support before selecting charts or metrics.
Explore the reporting and data foundation connecting trusted definitions, operational context and decision support.
Business leaders, analysts and operational owners who need consistent visibility across teams.
Reports built from disconnected extracts can disagree on definitions, ownership and the time a measure was captured.
Identify the decisions a report should support before selecting charts or metrics.
Document measures, sources and refresh expectations so people can interpret results consistently.
Assign a responsible team to exceptions and follow-up actions.
This workflow illustrates the product architecture. It is not a live product interface.
A governed basis for operational reporting.
Connect evidence to the business context.
In development as a shared enterprise area. Existing Human Capital reporting should be evaluated separately for its current scope.
AI can be evaluated for summarization and recommendations. It must not replace traceable metric definitions or introduce unsupported certainty.
Assess source-system access, refresh cadence, reconciliation and role-based visibility before combining datasets.
Explore integration readiness →Review identity, data scope, approval boundaries and audit requirements with your security team before implementation. Published architecture is not a certification or a promise of country-specific compliance.
Review the trust centre →Share your priorities, existing systems and the outcome you need to work toward.
Discuss your requirements