How Caliber Eliminated Manual Checks With a Cleaner Data Pipeline
Client Overview
Caliber Financial Services is a robust fintech foundation that provides modern financial solutions. They offer product development, fintech solutions, compliance management, top-notch analytics and decisioning systems, and more.
The Challenge
Despite having a strong fintech foundation, Caliber’s internal reporting and data monitoring infrastructure was failing. Their scattered data was unable to generate actionable insights for forecasting and decision-making. Alongside this, the company had no visibility to check real-time data updates
1. No Visual Summary of Data
Reliance on older Excel reports stopped Caliber’s users from analyzing performance at a glance.
2. Zero Visibility Into Data Updates
There was no monitoring system to track data which resulted in data inaccuracies.
3. Data Latency Caused Reporting Lags
We analyzed that a frequent delay in the company’s reporting routine lost relevance in revenue forecasting for decision makers. This lag between the available data and actions costs the company time and money.
4. Manual Data Checking Wasted Hours
This repetitive and time-consuming activity took longer than usual for predictive analytics. Besides this, the resulting information gathered after the effort consisted of a higher chance of human error.
The Solution
As Caliber’s fintech platform continued to expand, fragmented reporting processes and delayed data validation created operational inefficiencies and limited visibility into key business metrics.
Recognizing the need for better visibility and control over its data, Caliber partnered with Dependibot to modernize its Business Intelligence (BI) capabilities. The initiative focused on improving reporting, strengthening data monitoring, and introducing a real-time notification system for data validation.
The Result
- The real-time shift to Tableau and systematic data workflows drastically reduced the time-consuming process of generating reports.
- 100% Reduction in manual data quality checks.
- Minimized data latency by 85%.
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