# Customer Stories

## [Catching Financial Data Issues Before They Impact Quarterly Close: A Global Alternative Asset Management Firm + Qualytics](https://qualytics.ai/resources/in/global-alternative-asset-management-firm)

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Automated reconciliation at scale, reducing manual effort and accelerating financial data confidence.

## [Powering Proprietary Credit Data at Scale: Octus + Qualytics](https://qualytics.ai/resources/in/octus)

Scaled trusted data operations while reducing QA costs and empowering domain experts.

## [Catching Hidden Data Quality Errors Before They Cost Millions: MAPFRE USA + Qualytics](https://qualytics.ai/resources/in/mapfre)

Shifted from reactive cleanup to proactive controls, preventing costly downstream data errors.