AI Agents as Team Members: Running Them on AWS and Bringing Them into Teams or Slack

Description and use

<h2> From chatbot to colleague </h2> <p>The most useful AI agent on a team is not the smartest one. It is the one that shows up where the team already works, knows its job, and says "I don't know" when it should.</p> <p>Like many teams, we started with AI as a side tab: someone opens a chat window, pastes context, copies the answer back. It helped individuals. It did not help the team.</p> <p>So we changed the question. Instead of "which model should we use?", we asked: "what would it take to hire an agent?" A real team member has a role, a seat in the team channel, access to the tools it need

Problem

<h2> From chatbot to colleague </h2> <p>The most useful AI agent on a team is not the smartest one. It is the one that shows up where the team already works, knows its job, and says "I don't know" when it should.</p> <p>Like many teams, we started with AI as a side tab: someone opens a chat window, pastes context, copies the answer back. It helped individuals. It did not help the team.</p> <p>So we changed the question. Instead of "which model should we use?", we asked: "what would it take to hire an agent?" A real team member has a role, a seat in the team channel, access to the tools it need

Outcome

<h2> From chatbot to colleague </h2> <p>The most useful AI agent on a team is not the smartest one. It is the one that shows up where the team already works, knows its job, and says "I don't know" when it should.</p> <p>Like many teams, we started with AI as a side tab: someone opens a chat window, pastes context, copies the answer back. It helped individuals. It did not help the team.</p> <p>So we changed the question. Instead of "which model should we use?", we asked: "what would it take to hire an agent?" A real team member has a role, a seat in the team channel, access to the tools it need

Evidence

AI Agents as Team Members: Running Them on AWS and Bringing Them into Teams or Slack

Source