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AI and App Security Merge: Unified Runtime Approach Urged

Enterprises are increasingly funding separate security programs for traditional applications and new AI components, despite these systems often running on the same infrastructure. Aviv Mussinger, CEO of Kodem, argues that this division is artificial, driven by procurement rather than technical realities. He points out that AI components like agents, tools, and model bindings are essentially application security objects with new names, and that canceling AI projects often leaves these components running without owners or proper inventory. Mussinger advocates for a unified security approach that inventories both AI and traditional application components from a single runtime perspective to address this fragmentation and the associated governance challenges. AI

IMPACT Highlights the growing challenge of managing AI components within existing security frameworks, suggesting a need for unified security solutions.

RANK_REASON Article discusses industry trends and challenges in AI security, offering an opinion from an industry leader, rather than announcing a new product or research.

Read on Forbes — Innovation →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI and App Security Merge: Unified Runtime Approach Urged

How we ranked this

Signal score
1 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
Article discusses industry trends and challenges in AI security, offering an opinion from an industry leader, rather than announcing a new product or research.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Same-day
Cluster formed today. Ranking reflects the current source set at time of score.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Aviv Mussinger, Forbes Councils Member ·

    Two Security Stacks, One Application Layer: The Split Is False

    Most enterprises I speak with are now funding two security programs for one set of running processes.