Introducing a Breakthrough in Process Mining: AI-Powered Root Cause Analysis That Finds Answers in Minutes

Nov 13, 2025

Transform How You Understand Your Processes

In the era of AI-driven process intelligence, dashboards are no longer the destination — they’re the starting point. Organizations need insights that explain why things happen, not just what happens, to take effective action.

For over a decade, QPR ProcessAnalyzer’s Root Cause Analysis (RCA) has helped organizations uncover the drivers behind business process performance. Now, we’re taking it to the next level with an AI-powered solution leveraging Snowflake’s machine learning capabilities.

Introducing AI-Powered Root Cause Analysis

Our latest release marks a major leap forward in process intelligence. The new AI-powered Root Cause Analysis automatically identifies the real reasons behind business process inefficiencies, delays, and performance gaps.

It intelligently combines multiple factors and clusters related attributes to reveal meaningful connections — turning complex process data into clear, actionable insights.

Whether your data resides in Snowflake or elsewhere, you’ll benefit from advanced machine learning that explains not just what happened, but why.

What's New — and Why It Matters

This enhanced RCA delivers direct business value through:

  • Smarter insights: Identify the true, data-driven reasons behind performance variations — not just surface-level correlations.
  • Deeper context: Discover hidden patterns by clustering related data — revealing dependencies impossible to detect manually.
  • Accelerated analysis: Move from question to answer in minutes instead of weeks, with less manual effort and greater confidence.

The result: Clear, data-backed understanding of why things happen — empowering you to take targeted action immediately.

What This Means for Your Business

Imagine answering questions like these in minutes, instead of weeks:

  • Manufacturing: Why are 30% of shipments delayed even though production times are the same?
  • Financial Services: Why do certain loan applications take three times longer even though all follow the same process?
  • Supply Chain: Why are supplier payments delayed even though invoices are approved on time?

These are the types of questions where the answers are now available at the click of a button.

Built for Every User

Whether you’re optimizing purchase-to-pay, improving HR operations, or auditing financial controls, the AI-powered RCA helps you uncover what truly drives results — and where to focus improvement efforts for maximum impact.

We designed this capability for everyone — from analysts to business leaders — to find answers quickly, act decisively, and transform processes with confidence.

Experience It Yourself

This release redefines what process analysis can be.

By bringing Snowflake-powered AI directly to your process data, QPR enables instant insight-to-action — without delays.

I can’t wait to see how our customers will use this to uncover new insights, accelerate transformation, and set new standards for operational excellence.

👉Be among the first to explore the new RCA — Book your personal walkthrough
👉Read more about Process Mining powered by Snowflake