Where LLMs Meet Documents: The Benefit of a Hybrid Approach

Описание: Documents are still the dark matter of business - full of untapped knowledge that drives decisions but often remains invisible to automation.

In this episode, hosts Maxime Vermeir and Dr. Marlene Wolfgruber sit down with Morgan Conque, VP of GTM Strategy at Ashling, to explore how a Hybrid approach to AI — the fusion of Intelligent Document Processing (IDP) and Large Language Models (LLMs) — is finally bringing that hidden information to light.

Together, they unpack:

-Why documents remain the backbone of business workflows in 2025

-How enterprises can combine precision (IDP) and reasoning (LLMs) for meaningful automation

-Real-world examples of what works — and where AI still falls short.

-How trust, governance, and human oversight define AI success.

-What generative and agentic AI mean for the future of document intelligence.

Whether you’re leading digital transformation or just curious about how generative AI fits into real enterprise workflows, this episode goes beyond the hype to show how purpose-built AI is reshaping the way organizations understand and act on their data.

00:00 Introduction and Welcome

00:12 The Evolution of Document Usage

00:32 The Explosion of Data and Unstructured Information

01:17 Challenges with Document Management

03:32 AI and Document Management

03:58 The Role of Large Language Models

04:23 Historical Approaches to Document Automation

05:15 Current Trends in AI and Automation

09:39 Real-World Applications and Examples

14:02 Balancing Technology and Process

25:17 Future of Intelligent Automation

33:04 Closing Thoughts and Takeaways

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