Why enterprises are replacing generic AI with tools that know their users

Why enterprises are replacing generic AI with tools that know their users

Why enterprises are replacing generic AI with tools that know their users

Section 1 – What happened?

Large enterprises are increasingly adopting customized AI tools that can analyze users directly to create deeply personalized experiences. This shift away from generic AI is driven by user demand for tailored interactions. Zoom AI, a leading provider of AI-powered solutions, has adapted to this trend by incorporating personalization features into its generative assistant, AI Companion. The tool allows users to customize meeting summaries based on their specific interests and create targeted templates for follow-up emails. Additionally, Zoom AI Studio offers a custom dictionary that processes unique enterprise terminology and vocabulary for more relevant AI outputs.

Section 2 – Background & Context

The growing demand for personalized AI experiences is a response to the limitations of generic AI systems. Traditional AI systems rely on correlating user behavior to identify patterns and apply those to individual workflows. However, this approach can lead to inaccurate or irrelevant outputs. In contrast, large language models (LLMs) and AI agents can analyze users directly to create deeply personalized experiences. This trend is driven by the increasing sophistication of AI technology and the growing expectations of users for tailored interactions.

Section 3 – Impact on Swiss SMEs & Finance

The shift towards customized AI tools has significant implications for Swiss SMEs and the finance sector. As users become more demanding of personalized experiences, businesses that fail to adapt risk being left behind. Swiss SMEs can benefit from adopting AI tools that offer customization features, such as Zoom AI's AI Companion. This can help them improve customer engagement, increase efficiency, and gain a competitive edge in the market. Furthermore, the use of customized AI tools can also help Swiss banks and financial institutions to better understand their customers' needs and preferences, leading to more effective risk management and customer relationship building.

Section 4 – What to Watch

The adoption of customized AI tools is expected to continue growing in the coming years. As users become increasingly demanding of personalized experiences, businesses will need to adapt to stay ahead of the competition. Swiss SMEs and financial institutions should closely monitor the development of AI technology and consider adopting customized AI tools to improve customer engagement and efficiency. Additionally, they should pay attention to the emergence of new AI-powered solutions that offer advanced personalization features, such as Zoom AI's AI Companion.

Source

Original Article: Why enterprises are replacing generic AI with tools that know their users

Published: March 19, 2026

Author: taryn.plumb@venturebeat.com (Taryn Plumb)

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Disclaimer: This article is for informational purposes only and does not constitute financial advice. Consult a licensed financial advisor before making investment decisions.