Case Studies
Solving Problems Across Finance, Operations and Technology
Construction — Connecting Project Operations and Accounting
Challenge
A project-based organization had financial and project information distributed across accounting, project management, and operational systems.
Management needed better visibility into project cost, budget performance, WIP, billing, and profitability.
Solution
Software Analytics helped align project accounting structures around:
- Job
- Phase
- Cost code
- Task
- Department
- Location
The solution improved the relationship between ERP financial activity and project-level operational information.
Business Impact
Leadership gained stronger visibility into:
- Project performance
- Cost trends
- Margin
- Budget variance
- Forecast risk
- WIP
- Profitability
Legal — Improving Financial Visibility for a Law Firm
Challenge
A professional services organization needed better visibility into billing, collections, cash flow, partner economics, and financial performance.
Solution
Software Analytics developed financial models and reporting structures supporting:
- Billing analysis
- Accounts receivable
- Cash forecasting
- Partner draw modeling
- KPI reporting
- Matter profitability
Business Impact
Management gained a more structured approach to evaluating financial performance and cash requirements.
ERP Integration — Eliminating Disconnected Data
Challenge
Financial and operational teams were maintaining information in multiple applications, creating duplicate entry and reconciliation effort.
Solution
A structured integration approach was developed using:
- Source-to-target mapping
- APIs
- Transformation rules
- Validation controls
- Error handling
- Monitoring
- Testing
- Documentation
Business Impact
The organization reduced duplicate data entry while improving consistency between operational and financial systems.
Data Analytics — Moving from Reporting to Decision Support
Challenge
Leadership had access to large amounts of information but lacked a consolidated view of financial and operational performance.
Solution
Software Analytics helped establish KPIs and dashboards bringing together critical information around:
- Revenue
- Profitability
- Projects
- Customers
- Cash
- Receivables
- Operations
Business Impact
Leadership gained faster access to meaningful business information and improved its ability to identify trends requiring management attention.
AI & Automation — Identifying the Right Opportunities
Challenge
An organization wanted to incorporate AI but lacked clarity regarding where it could provide meaningful business value.
Solution
Business processes were evaluated based on:
- Transaction volume
- Manual effort
- Data availability
- Repetitive processes
- Decision requirements
- Integration capability
- Risk
- Financial impact
Potential AI and automation opportunities were then prioritized by business value.
Business Impact
The organization moved from a general interest in AI to a practical roadmap focused on measurable operational improvements.