What is a Behavioral Agent Automation Platform?

SUMMARY: Steven Walchek, 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 (docs.google.com/document/d/1GVJTKb0k54qZhP0jaW…)
SHOW VIDEO: youtu.be/nVte_ZKDID4
SHOW SPONSORS:
• ShareGate - ShareGate Protect. Microsoft 365 Governance, we got this! (sharegate.com/protect)
• Nasuni - Activate your data for AI and request a demo (nasuni.com/AI)
RESOURCES:
• Liminal AI (liminal.ai)
• Steven Walchek - LinkedIn (linkedin.com/in/stevenwalchek)
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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