Selected Work
Case studies in margin, workforce, and automation
Margin Improvement
Reducing margin leakage across the operating model
Challenge: cost drivers and pricing exceptions were spread across disconnected reports. Solution: a finance and operations analysis linking cost-to-serve to margin by segment. Result: [editable placeholder: measured margin improvement, % and period].
Workforce Optimization
Aligning workforce capacity with demand
Challenge: staffing plans lagged behind volume shifts and skill mix. Solution: a workforce planning model combining demand forecasts with skills and attrition data. Result: [editable placeholder: measured utilization or cost outcome].
Executive Dashboards
A dashboard built around the next decision
Challenge: leadership reviews relied on static spreadsheets with no clear priority. Solution: an interactive Power BI dashboard with exception flags and drill-down views. Result: [editable placeholder: review cycle time or decision outcome].
Skills Tracking
Making capability visible to managers
Challenge: skills data was incomplete and not used in staffing decisions. Solution: a skills matrix with proficiency levels and gap views for each team. Result: [editable placeholder: measured coverage or training outcome].
How the Work Is Governed
Frameworks behind consistent, transparent execution
Each engagement follows the same disciplined path so results can be checked, repeated and handed over.
Governance
Clear ownership and decision rights
Every metric has a named owner, a defined source and an agreed review cadence before any build begins.
Analysis
Verified data before conclusions
Source data is reconciled and assumptions are documented, so each figure can be traced back to its origin.
Execution
Measured handover and adoption
Solutions ship with documentation, training notes and a follow-up check on whether the intended outcome held.
Explore the models behind this work
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