# Saving a Major Financial Exchange 10,000+ Developer Hours

Saving 10,000 Hours Through Seamless Interoperability High volumes of unstructured and disparate data caused friction when a major financial exchange launched a new product.

Date: 2025-09-22
URL: https://blog.espirai.com/use-cases/saving-developer-hours
Tags: case-study, financial-services, data-integration

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Saving 10,000 Hours Through Seamless Interoperability
High volumes of unstructured and disparate data caused friction when a major financial exchange launched a new product. Through a strategic partnership, espirai streamlined data integration processes, significantly reducing customer onboarding times.

Onboarding Times: -63%
Developer Hours Saved: 10,000+

Problem: Unstructured Data
The exchange introduced a new product that came with a lengthy two-month onboarding cycle, primarily due to non-standardized data. This process consumed valuable engineering time and resulted in a subpar customer experience.
Solution: End-to-End Interoperability
espirai implemented a comprehensive integration solution, enabling seamless interoperability between diverse data platforms, and ensuring accuracy and reliability through stringent quality control measures.
Result: Thousands of Hours Saved
With our partnership, the exchange reduced onboarding times by 63%, saving over 10,000+ hours of engineers' time previously spent on non-engineering activities. The client was able to compete with incumbents by offering superior proprietary data for their 400,000+ clients.