Transforming Financial Reporting: 300%+ ROI in 2 Years
A prominent Jamaican financial services company went from waiting three weeks for monthly reports to receiving them every morning at 7:30am, automated, accurate, and connected directly to their core banking data.
The Challenge
Generating crucial business reports took three weeks after month-end. Staff manually exported data from their core banking system and analysed it in Excel using pivot tables and VLOOKUPs. The process was unsustainable given the organisation's size and reporting volume.
- Monthly committee reports took 3 weeks to produce
- Senior analyst working extensive overtime and weekends to meet deadlines
- Management waiting almost a month to see critical business metrics
- Single point of failure: if the analyst left, the knowledge walked out with her
- No confidence in data quality with so many manual steps
What We Did
After the CEO sought a comprehensive review, DenArthur conducted a thorough assessment and proposed a data warehouse to automate the reporting process entirely.
- Collaborated with subject matter experts to map reporting requirements back to source data
- Developed and executed all necessary ETL (Extract, Transform, Load) processes
- Scheduled processes to run both daily and monthly, overnight, unattended
- Built data models and a staging environment on their existing SQL Server infrastructure
- Deployed reports using SQL Server Reporting Services
- Provided managed services for ongoing support and enhancements
We used their existing technology stack. No new platforms required. All connections to the core banking system were read-only, meaning zero disruption to live operations.
Results
- 300%+ ROI within 2 years: the project paid for itself and then some
- 3 weeks of manual work eliminated: reports automated and delivered by 7:30am every morning
- Daily visibility: management can see branch performance, growth tracking, and KPIs as of the previous business day
- Senior analyst got her weekends back, freed from repetitive data preparation
- 6+ year ongoing partnership: the value has continued to compound as new reporting needs arise
- Single point of failure resolved: knowledge is now embedded in a system, not a person
"They went from waiting 3 weeks for data to getting it by 7:30am every morning. Their senior analyst got her weekends back, and the CEO sleeps better."
DenArthur engagement summary
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