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Streamlining Revenue & Billing Analytics with Secure BI
The Finance team partnered with Kernshell to transform their financial reporting from manual Excel compilations to a centralized, automated Power BI solution. This project delivered a robust dashboard for tracking Project Revenue, Office Billing, and Financial Variance, ensuring data consistency and security across multiple offices.
Industry Context
Finance departments in multi-office organizations face significant challenges in consolidating decentralized financial data. Accurately tracking Project Revenue against GL (General Ledger) Revenue and analyzing billings across various branches requires processing complex datasets. Relying on scattered Excel files for this level of analysis often results in security vulnerabilities, version control issues, and a lack of real-time visibility into financial performance.
Problem Statement
Why Finance Teams Struggle to Close the Books
Manual GL-to-Project Reconciliation
Finance teams waste hours manually comparing General Ledger revenue against project billing data from separate systems. This error-prone process creates unexplained variances between recorded and billed revenue.
Revenue Leakage & Missed Billing
Fragmented data hides unbilled work-in-progress. Finance and project managers work from different datasets, causing missed billing milestones that hurt cash flow and DSO.
No Visibility into Variances
Teams can't drill down to see why revenue missed targets, whether from underperforming projects, scope creep, or billing delays.
Compliance Risks
Email-based spreadsheets lack audit trails and proper access controls, exposing sensitive client rates and creating audit vulnerabilities.
Enterprise Finance Analytics Platform
Our solution involved a complete overhaul of the data infrastructure. We centralized disparate financial inputs into a scalable Azure SQL Server data warehouse, ensuring governed access. The solution utilizes Power BI Desktop in Import mode to deliver high-performance, interactive dashboards that enforce strict access controls.
Billing & Revenue Intelligence
Real-time dashboards track billing, collections, and outstanding payments across the organization. Automated data integration improves accuracy, reduces revenue leakage, and supports faster financial decision-making.
Comprehensive Financial Features
The platform extends beyond basic reporting to deliver deep financial intelligence:
- Granular tracking of revenue streams at both the project and office levels.
- Automated calculation of Project Billing, Office Billing, Project Variance, and Office Variance.
- Real-time visibility into variance percentages to identify discrepancies immediately.
- Role-based access ensuring users only see data relevant to their specific region or role.
- Bar charts, trend lines, and KPI cards for instant performance assessment.
Shaping Operations
The Billings & Revenue dashboard streamlines financial operations by replacing manual workflows with automated, secure reporting.
100%
Unified
Zero
Manual Work
24/7
KPI-Monitoring
100%
Central Governance
Key Features
- Moves data from scattered Excel files to a secure Azure SQL Server environment.
- Power Query cleans, merges, and standardizes datasets, eliminating manual formatting.
- Relationships modeled to reflect complex financial hierarchies, including project categories and office structures.
- Implementation of Row-Level Security (RLS) restricts data visibility based on user roles.
- Interactive Bar charts, variance bars, and trend lines provide a clear view of financial health.
- Designed to handle increasing data volumes without compromising performance.
Impact
The project delivered measurable operational value across key financial workflows:
Automated Finance Reporting
Replaced manual Excel compilations with fully automated workflows, saving significant team hours.
Enhanced Decision Making
Empowered the Finance team with faster, data-driven insights through visual dashboards.
Improved Governance
Established a single source of truth across all offices, ensuring consistency in financial reporting.
Secure Data Distribution
Eliminated the risks associated with sharing sensitive spreadsheets by enforcing strict, role-based access within Power BI.
Solution Architecture
An enterprise-grade BI architecture focusing on governance, security, and performance.
Azure SQL Server
The centralized data warehouse that secures and organizes all financial inputs.
Power Query
Handles the extraction, transformation, and loading (ETL) of data from Excel and SQL sources.
Power BI Desktop
The engine for ingesting data and building high-performance models.
Row-Level Security (RLS)
Proven Microsoft Data Platform technologies architected for secure financial analytics.
Technology Stack
Proven Microsoft Data Platform technologies architected for secure people analytics.
Azure SQL Server
Scalable cloud storage for centralized data governance.
Power BI Desktop
Development tool for Data Modelling and Visualization.
Power BI Service
Online platform for secure dashboard distribution.
Power Query
Tool for automated data cleaning and transformation.
SQL Server
Backend database management.
Microsoft Excel
Supported as an initial data source for seamless integration.
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