Resource Management & Billing Analytics Platform
Transforming manual Excel processes into automated Power BI analytics. Real-time visibility for capacity planning, resource utilization, and internal cost allocation.
Project at a Glance
The Business Challenge
Critical resource data trapped in manual Excel processes
IT organization required comprehensive visibility into resource utilization, capacity planning, and internal cost allocation across 100 IT professionals supporting 50 active projects across 5 departments.
The manual process involved downloading Excel exports from multiple systems, performing complex VLOOKUPs and pivot tables, reconciling data across systems, and compiling reports. Error-prone, time-consuming, and limited to monthly snapshots.
Manual Reporting Burden
Resource managers spent 2 full days each month manually processing capacity and billing reports
Fragmented Data Sources
Capacity planning in Planview, actual time booking in separate e-time system, different identifiers and codes
Limited Visibility
Monthly reporting cycle meant decisions based on outdated information. Management lacked real-time resource view.
The Solution
Integrated Power BI analytics platform eliminating manual processes
Multi-Source Data Integration
Automated integration of Planview capacity planning with e-time actual bookings using Power Query
Cross-System Reconciliation
Lookup tables mapping different user identifiers and project codes between systems
Comprehensive Dashboard Suite
Multiple analytical views: booking balance, utilization, reconciliation, overtime tracking, billing
Daily Refresh
Automated data refresh providing current information without real-time complexity
Self-Service Analytics
Resource managers and department leadership empowered with direct data access
Transparent Cost Allocation
Automated internal chargeback calculations by department with full traceability
Technical Architecture
Power Query transformation pipeline
Data Integration Flow:
- 1. Source Systems: Planview (Snowflake/Excel) + E-time booking system
- 2. Power Query Extraction: Automated data extraction from both sources
- 3. Lookup Tables: Excel-based mapping tables for user/project reconciliation
- 4. Transformation Logic: Data cleansing, standardization, cross-system reconciliation
- 5. Power BI Data Model: Star schema with fact tables and dimensions
- 6. Dashboard Layer: Multiple purpose-built dashboards for different stakeholders
Key Design Decisions:
- • Import Mode: Better performance and offline access vs Direct Query
- • Daily Refresh: Balanced timeliness with system performance
- • Excel Lookup Tables: Pragmatic solution for business-managed mappings
- • Multiple Dashboards: Purpose-built views better than single complex dashboard
Dashboard Suite
Multiple analytical views serving different stakeholder needs
Weekly and monthly views of planned vs actual hours with variance analysis
Billable vs non-billable time allocation by resource and team with utilization rates
Side-by-side comparison identifying discrepancies and booking accuracy metrics
Compliance monitoring for labor regulations, cost control, work-life balance indicators
Internal chargeback calculations by department with transparent cost allocation
Resource availability forecasting with project demand analysis
Results & Business Impact
From manual Excel processes to automated analytics
Before: Two full days monthly spent downloading exports, performing VLOOKUPs, creating pivot tables, reconciling discrepancies, compiling reports. Decisions based on month-old information.
After: 30 minutes monthly to review automated dashboards. Daily insights into resource utilization, capacity, and billing. Self-service analytics for department heads and resource managers.
Quantifiable Improvements:
- • 96% reduction in manual reporting effort (2 days → 30 minutes)
- • Real-time visibility for 100 resources across 50 projects
- • Automated data quality validation vs error-prone manual checks
- • Proactive capacity management vs reactive problem-solving
- • Transparent cost allocation reducing billing disputes
96% Time Reduction
Monthly reporting reduced from 2 days to 30 minutes. Resource managers freed for strategic capacity planning.
Daily Operational Insights
Monthly retrospective transformed to daily real-time dashboards. Faster response to capacity constraints.
Financial Transparency
Automated chargeback calculations with consistent, auditable billing. Reduced disputes through transparent reconciliation.
Technologies Used
Power BI
Business intelligence platform
Power Query
Data transformation
DAX
Business logic calculations
Planview
Capacity planning source
Snowflake
Data platform
Excel
Lookup tables & initial exports
Key Takeaways
Lessons from eliminating manual reporting processes
Technical Lessons:
- • Integration complexity: Cross-system reconciliation requires thoughtful mapping strategies.
- • Pragmatic solutions: Excel lookup tables provided practical solution for business-managed mappings.
- • Import mode benefits: Performance and offline access outweighed real-time requirements.
- • Multiple focused dashboards: Better than single complex view trying to serve everyone.
Business Insights:
- • Automation value: 96% effort reduction justified investment immediately.
- • Visibility drives behavior: Transparent metrics improved booking accuracy.
- • Self-service analytics: Democratizing data access reduces report requests.
- • Daily insights enable proactive management: Monthly reporting too slow for operational decisions.
Project Timeline
Requirements gathering, manual process analysis, data source assessment, dashboard mockups
Power Query development, cross-system reconciliation logic, data quality rules
Iterative dashboard creation with user feedback, DAX measures, report optimization
User training, production deployment, transition from manual processes
Multi-Purpose Platform Benefits
Beyond efficiency: compliance and well-being
Weekend and overtime tracking served multiple organizational objectives simultaneously:
- • Labor law compliance: Automated tracking for regulatory requirements
- • Cost control: Visibility into unexpected overtime expenses
- • Work-life balance: Early warning system for overutilization
- • Resource planning: Identification of chronic capacity issues
Single platform addressing regulatory, financial, HR, and operational objectives demonstrated comprehensive value beyond pure efficiency gains.
Need to Eliminate Manual Reporting Processes?
We build Power BI solutions that transform Excel processes into automated analytics. Schedule a consultation to discuss your reporting challenges.