The term "AI-native" is being misused by many security vendors, according to Karthik Kannan, Founder and CEO of Anvilogic. Kannan argues that true AI-native security solutions were built from the ground up with AI integration in mind, allowing them to deeply reason about a company's specific environment. In contrast, many vendors are retrofitting AI onto legacy systems, leading to a superficial understanding that can generate confident but incorrect recommendations. Kannan proposes a four-question test focusing on context, reach, action, and economics to help buyers distinguish between genuine AI-native capabilities and mere repackaging of existing features. AI
IMPACT Highlights the importance of understanding AI implementation details in security products to avoid superficial solutions.
RANK_REASON Opinion piece by an industry executive about the misuse of a technical term.
AI-generated summary · Google Gemini · from 1 sources. How we write summaries →