Rising Above AI Slop

Managing Complexity in the Agentic Era

Agentic AI is breaking down automation barriers and rapidly changing how we work, but without strict governance, it increases complexity not productivity and can cause operational and organizational chaos.

In this white paper, Concentric AI’s Dr. Madhu Shashanka, Co-Chief Technology Officer, Chief Scientist, and Co-Founder, examines the problem of agentic “slop” and discusses why the goal should not be “agentic everything” but rather should be to understand where autonomy creates value vs. creating new challenges.

You’ll learn:

  • What organizations need to think about when evaluating agentic AI
  • Why more automation can amplify complexity
  • Why governance must be prioritized over proliferation and hype

The challenge of the agentic era will not be building intelligent systems, it will be governing complexity at scale in a world of automation abundance.

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Trusted by leading data security teams

What our clients say

Why leading teams trust Concentric AI to protect sensitive data

55% Risk reduction in the first month

"Adopting Concentric AI was a strategic decision that has fundamentally transformed our approach to data governance and protection Their solution has exceeded our expectations, setting a new standard for data security in our industry."

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Henry Mayorga

CISO & VP of Infrastructure at Baron Capital

75% Time reduction on classification and governance

“We started seeing value in the product even during the proof of concept. It identified a lot of areas where we had sensitive data that we didn’t even know about. That was a huge eye-opener for us, and it really helped us clean up and secure our environment. Concentric AI is a more specialized tool compared to Varonis, and what Concentric AI does, it does better.”

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Jason Frame

CIO at Southern Nevada Health District

90%+ Time reduction to detect insider risk

"With Concentric AI, we've fortified our offboarding security while greatly improving how we manage data risk across the board. The level of insight and control we've gained over our data movement is unprecedented — like switching on a powerful spotlight in a previously dim room, revealing risks we didn't even know existed."

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Sreeni Kancharla

CISO at Cadence Design Systems