Unlocking Efficiency: Automating Payments Reconciliation with Generative AI

Explore how generative AI can unlock efficiency in payment reconciliation processes in the financial sector. In this session, we’ll dive into a real-world use case where an Invoice Financing firm delivered a 120x improvement in processing times compared to traditional manual and rule-based approaches.

What you’ll learn:

Leveraging gen AI to improve manual RPA-based pipelines for financial and knowledge-based processes.
Applications of use case methodology in other industry scenarios. This solution can also be customized for entity extraction from unstructured data in non-financial domains like KYC, Data Engineering etc.
Implementing a modern AI tech stack and Architecture
Illustrating Prompt Engineering, Structuring LLM outputs techniques

Speakers

Alexandre Gerbeaux

RVP, Applied AI Experts, APAC

Abdul Jilani

Director, AI Products, Evolve AI Labs

DataRobot is an indispensable partner helping us maintain our reputation both internally and externally by deploying, monitoring, and governing generative AI responsibly and effectively.

Tom Thomas
Vice President of Data & Analytics, FordDirect

The generative AI space is changing quickly, and the flexibility, safety and security of DataRobot helps us stay on the cutting edge with a HIPAA-compliant environment we trust to uphold critical health data protection standards. We’re harnessing innovation for real-world applications, giving us the ability to transform patient care and improve operations and efficiency with confidence

Rosalia Tungaraza
Ph.D, AVP, Artificial Intelligence, Baptist Health

DataRobot provides us with innovative ways to test new ideas. Given a problem and a dataset, DataRobot allows us to generate multiple prototypes 20% faster. And the process facilitates the learning evolution of our data scientists.

Diego J. Bodas
Director of Advanced Analytics, MAPFRE ESPAÑA

The value of having a single platform that pulls all the components together can’t be underestimated. Then there’s the combination of the technology and the collaborative DataRobot team. If either one of those wasn’t there, I would have looked elsewhere.

Craig Civil
Director of Data Science & AI