SUMMARY: Steven Walchek, Founder and CEO at Liminal, discusses secure AI enablement for regulated industries and why most enterprises are stuck in perpetual AI pilots. We explore the "agentic cliff" and how Behavioral Agent Automation Platforms (BAAPs) discover and deploy agents by observing how work actually happens.

SHOW: 1046

SHOW TRANSCRIPT: The Enterprise AI Show #1046 Transcript

SHOW VIDEO: https://youtu.be/nVte_ZKDID4

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RESOURCES:

Liminal AI

Steven Walchek - LinkedIn

KEY TOPICS:

Horizontal security for generative AI
Data privacy and compliance in AI
Security layers in AI deployment
Agentic AI and behavioral automation
Future industry trends in AI security

TAKEAWAYS

Security for AI must be integrated at the application layer, not just network or perimeter.
Data privacy concerns are central to AI adoption in regulated industries.
Organizations need a security layer that supports multi-model, multi-provider AI engagement.
Behavioral automation and agentic AI require observability and policy enforcement.
The AI industry is still in early adoption, with significant growth expected in the next five years.

CHAPTERS/TOPICS:

00:00 Introduction and guest introduction

02:09 Steven's background and journey in tech

03:54 The core problem of AI security in regulated industries

07:45 Data privacy concerns and industry challenges

12:01 Liminal's approach to AI security and compliance

15:52 Security at the application layer and network layer

20:02 Agentic AI, behavioral automation, and observability

30:04 Future trends and industry outlook

31:46 How to connect with Liminal and closing remarks

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