GenAI for Finance and Audit—Getting to Production
Overview
Experience | In Person |
---|---|
Type | Breakout |
Track | Artificial Intelligence |
Industry | Professional Services, Financial Services |
Technologies | MLFlow, Databricks Workflows, Mosaic AI |
Skill Level | Intermediate |
Duration | 40 min |
During this session, we’ll demonstrate how KPMG’s audit practice has used the Databricks Data Intelligence Platform to transform the assessment of a company’s annual report and accounts.
You’ll learn how we’ve built a robust GenAI solution that is live in production—including a multi-model optimized RAG pipeline, automated evaluations and end-to-end orchestration and monitoring within Databricks.
We’re now able to perform thousands of legal and regulatory compliance checks on high complexity documents in minutes—a task that used to take auditors days and weeks.
We’ll wrap up with a view on the broader impact AI is having on the audit, accounting and finance sector—and how the solution we’ve built is providing the foundations to accelerate future use cases.
Session Speakers
Mark Wallington
/Head of Audit Analytics & AI
KPMG