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    How a Manufacturing GCC Transformed Headcount Planning and Utilization Governance for 5,500 Employees with Anaplan

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    case study
    • GCC
    • Manufacturing
    • Anaplan
    Problem Statement Problem Statement

    The client is the GCC of a global manufacturing leader, supporting workforce planning and governance for a 5,500-employee technology and business operations workforce. To manage rising planning complexity, they moved from spreadsheet-led coordination to a connected Anaplan-based workforce planning model, enabling governed visibility into project demand, utilization, hiring workflows, timesheets, budget control, and leadership reporting.

    To solve this, Polestar Analytics implemented a connected Trade Promotion Management and Gross-to-Net planning solution on Anaplan, bringing promotion planning, pricing, financial reporting, accruals, and settlement workflows into one integrated planning ecosystem.

    Key Challenges Key Bottlenecks
    • Fragmented workforce hierarchies limited visibility across technology center and business leadership layers.
    • Project planning, resource allocation, and timesheet management were not connected in one structure.
    • Activity-level timesheet capture under specific projects created heavy drill-down and approval complexity.
    • Projected hours, actual hours, billable effort, and utilization variance were not available in one governed flow.
    • Open positions, hiring approvals, and fulfillment status lacked end-to-end workflow visibility.
    • Budget versions, forecast changes, project feedback, and NPI calculations were difficult to control and trace.
    • Leaders lacked role-based dashboards with clear slicing, drill-downs, and planning visibility.
    Solution ImplementedSolution Implemented
    • Connected Workforce Planning: Linked project demand, resources, hierarchies, ownership, and leadership views in Anaplan.
    • Timesheet Governance: Enabled activity-level timesheet punching, approvals, billable-hour tracking, and invoicing readiness.
    • Utilization Tracking: Connected projected hours, actual effort, variance, capacity gaps, and allocation risks in one view.
    • Hiring Workflow Visibility: Tracked open positions, approvals, fulfillment status, and hiring demand against project plans.
    • Project Feedback & NPI Control: Linked project feedback, resource data, and effort inputs for traceable NPI calculations.
    • Budget Governance: Standardized budget versions, forecast changes, approvals, maker-checker controls, and ownership trails.
    • UX-Led Dashboards: Built close to 100 role-based dashboards across projects, hours, hiring, utilization, budget, and leadership reporting.
    Architecting with the Best Tech Stack
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    Business Impact
    • 50% reduction in manual planning effort through centralized Anaplan workflows.
    • 40% faster project creation and timesheet invoicing with standardized approvals.
    • 35% better utilization control by linking projected hours, actual effort, and variances.
    • 30% faster budget and forecast cycles with version control and maker-checker governance.
    • 100% visibility into open roles, hiring status, project demand, and workforce availability.
    • 100+ dashboards built across projects, hours, hiring, utilization, budgets, and leadership views.

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