Are AI agents ready for the enterprise?

Description and use

<p>It seems like organizations are still in the AI experimentation phase, where evaluating AI products is still the focus.</p> <p>Most organizations are familiar with products such as ChatGPT, Claude and Gemini and haven't explored AI beyond the chatbot.</p> <p>Those products are very good at generating text, but when it comes to building agents that take actions, the problem becomes very different.</p> <p>A chatbot is primarily an interface to an LLM. An agent is a software system that uses an LLM as part of a larger process. It has access to tools, APIs, data, applications and, most importan

Problem

<p>It seems like organizations are still in the AI experimentation phase, where evaluating AI products is still the focus.</p> <p>Most organizations are familiar with products such as ChatGPT, Claude and Gemini and haven't explored AI beyond the chatbot.</p> <p>Those products are very good at generating text, but when it comes to building agents that take actions, the problem becomes very different.</p> <p>A chatbot is primarily an interface to an LLM. An agent is a software system that uses an LLM as part of a larger process. It has access to tools, APIs, data, applications and, most importan

Outcome

<p>It seems like organizations are still in the AI experimentation phase, where evaluating AI products is still the focus.</p> <p>Most organizations are familiar with products such as ChatGPT, Claude and Gemini and haven't explored AI beyond the chatbot.</p> <p>Those products are very good at generating text, but when it comes to building agents that take actions, the problem becomes very different.</p> <p>A chatbot is primarily an interface to an LLM. An agent is a software system that uses an LLM as part of a larger process. It has access to tools, APIs, data, applications and, most importan

Evidence

Are AI agents ready for the enterprise?

Source