From Days to Minutes - AI Transforms Audit at KPMG
Overview
Experience | In Person |
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Type | Breakout |
Track | Artificial Intelligence |
Industry | Professional Services, Financial Services |
Technologies | MLFlow, Databricks Workflows, Mosaic AI |
Skill Level | Intermediate |
Duration | 40 min |
Imagine performing complex regulatory checks in minutes instead of days. We made this a reality using GenAI on the Databricks Data Intelligence Platform.
Join us for a deep dive into our journey from POC to a production-ready AI audit tool. Discover how we automated thousands of legal requirement checks in annual reports with remarkable speed and accuracy.
Learn our blueprint for:High-Performance AI: Building a scalable, >90% accurate AI system with an optimized RAG pipeline that auditors praise.Robust Productionization: Achieving secure, governed deployment using Unity Catalog, MLflow, LLM-based evaluation, and MLOps best practices.This session provides actionable insights for deploying impactful, compliant GenAI in the enterprise.
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
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David Tempelmann
/Staff Data Scientist
Databricks