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What is an orchestration agent?
Last Updated: March 18, 2026An orchestration agent is a manager agent that coordinates other agents. Instead of doing tasks itself, it delegates work to specialist agents, passes data between them, and ensures the full workflow completes in the right order.
What is a tool-using AI agent?
Last Updated: March 18, 2026A tool-using AI agent is an AI that connects to external software to take real actions. Instead of just generating text, it can send emails through your CRM, publish posts to WordPress, check your calendar, and update databases.
What is an AI agent loop?
Last Updated: March 18, 2026An agent loop is the cycle an AI agent repeats: observe the situation, think about what to do, take an action, then check the result. It keeps looping until the task is complete, adjusting its approach at each step.
What does agentic mean in AI?
Last Updated: March 18, 2026Agentic means the AI has agency — the ability to take independent action, make contextual decisions, and use tools to complete tasks. When AI is agentic, it goes beyond generating text to actually doing work in your systems.
Can an AI agent make decisions on its own?
Last Updated: March 18, 2026Yes, within the boundaries you set. An AI agent reads data, evaluates conditions, and chooses what to do next — like skipping an irrelevant step or adjusting its output based on context. But it only operates within the scope you define.
What is the difference between an AI agent and a bot?
Last Updated: March 18, 2026A bot follows pre-written scripts with fixed responses. An AI agent uses a language model to understand context, reason through problems, and adapt its actions. Bots are rigid; agents think and adjust.
Are AI agents safe to use?
Last Updated: March 18, 2026Yes, AI agents are safe when set up properly. You control what tools they access, what actions they can take, and whether they need your approval before executing. Safety comes from the boundaries you define, not from the AI itself.
What is an agentic AI workflow?
Last Updated: March 18, 2026An agentic AI workflow is a sequence of tasks where AI agents make decisions and take actions at each step, adapting based on what they find rather than following a rigid script. It combines AI intelligence with real tool access.
What is a multi-agent system?
Last Updated: March 18, 2026A multi-agent system is a group of AI agents that work together, each handling a different part of a larger task. Like a small team where each person has a specialty, multiple agents coordinate to complete complex workflows.
What is autonomous AI and is it the same as an AI agent?
Last Updated: March 18, 2026Autonomous AI describes any AI that can act independently. An AI agent is a specific type of autonomous AI designed to complete tasks using tools. All agents are autonomous, but not all autonomous AI systems are agents.