Paperwork transformation through Databricks + ML
CLIENT: A global music provider company.
ERRORS AND REWORK REDUCED BY
99%
PRODUCTIVITY INCREASED BY
52%
FASTER ONBOARDING
80%
CLIENTS´ POSITIVE FEEDBACK
100%
PRODUCTIVITY INCREASED BY
52%
ERRORS AND REWORK REDUCED BY
99%
FASTER ONBOARDING
80%
CLIENTS´ POSITIVE FEEDBACK
100%
CHALLENGE:
The Client has a data science project featuring a trained Machine Learning Model, designed to optimize their paperwork processes.
Initially, it was a point solution that has been employed for internal purposes, accompanied by a significant amount of manual input and oversight. Over time, the Client recognized the potential of scaling it to entire organization and their partners level, streamlining workflows, and enhancing collaboration.
The Client requested a straightforward and easy-to-support approach to take their data science solution to the next level by transitioning it into a production-ready system.
SOLUTION:
- Initial Resources Setup
- Building Machine Learning (ML) model in Azure Databricks
- Managing the Model in Azure ML
- Building & Releasing Model in Azure DevOps
RESULT:
- Operational Efficiency
The integration of ML model (combined with the capabilities of Databricks and Azure ML) enhances and standardizes paperwork processes across company´s global operations, reducing the need for manual intervention, speeding up processes, and providing quicker responses for clients and partners.
- Resource Optimization
The automated paperwork processes enabled by ML mitigate the need for excessive human resources dedicated to administrative tasks. Such allocation of resources is now enabling creative endeavors, strategic planning and innovation, contributing to overall business growth.
- Enhanced Accuracy
ML-driven automation ensures precision in handling intricate paperwork processes, which involve calculations, data analysis, and compliance verification. By minimizing human errors, the company maintains data integrity and enhances its reputation while improving customer experience.
- Business Agility
The solution enables the Client to make quicker and more accurate decisions.
It significantly shortens new customers’ onboarding time and simplifies paperwork for existing ones. The Client´s company stays adaptable and responsive in a dynamic market environment.
PRODUCTIVITY INCREASED BY 52%
ERRORS AND REWORK REDUCED BY 99%
80% FASTER ONBOARDING
CLIENTS´ POSITIVE FEEDBACK 100%
PRODUCTIVITY INCREASED BY
52%
PRODUCTIVITY INCREASED BY
52%
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