Projects

A portfolio overview of recent HR data and analytics engagements. Featured projects include custom pages, while all projects are available through the full list below.

HR Audit

CSRD (ESRS) & Annual Report Readiness

Structured HR reporting inputs for CSRD and annual reporting requirements with clear data lineage and ownership.

Outcome: Delivered a reporting approach that improved readiness for external review and reduced last-minute manual reconciliation.

HR Data & Insights

Female Leadership Promotion Insights

Analyzed promotion pathways to identify barriers and opportunities for improving female leadership representation.

Outcome: Produced insight-driven recommendations that informed practical interventions for more balanced leadership pipelines.

HR Data & Insights

Quarterly Workforce Dashboard Transformation

Redesigned quarterly workforce reporting into a decision-oriented dashboard used by HR and business leadership.

Outcome: Delivered a concise dashboard model with faster reporting cycles and clearer interpretation of workforce movements.

HR Audit

Reasonable Assurance (HR Data Validation)

Built validation checks and governance controls to improve confidence in HR metrics used for board and external reporting.

Outcome: Introduced a clear validation flow with better evidence capture, reducing reporting risk and improving audit readiness.

HR Data & Insights

Recruitment & Attrition Business Case

Built a business case linking recruitment effectiveness and attrition patterns to workforce cost and capability outcomes.

Outcome: Enabled a more strategic hiring and retention conversation with quantified scenarios and actionable insights.

HR Technology

Visier Implementation, Onboarding & Adoption

Implemented a practical Visier setup that connected business stakeholders, data owners, and HR leadership around one reporting rhythm.

Outcome: Created a stable rollout structure with clear onboarding and data ownership, improving analytics usage and decision confidence.