AI Agent
An AI agent is an autonomous software system that perceives its environment, makes decisions, and takes actions to achieve specific goals. Unlike simple chatbots that respond to queries, AI agents can execute multi-step workflows, use external tools via APIs, access databases, and coordinate with other agents. Key components include the LLM brain for reasoning, tool integrations for actions, memory for context, and orchestration for workflow management.
In Financial Services
Real-World Example
A global investment bank deploys an AI agent for post-trade settlement. When a trade fails, the agent automatically identifies the reason, checks systems, proposes corrective actions, executes the approved action, and updates all systems. The agent handles 85% of exceptions without human intervention.
Why It Matters for Finance
AI agents represent the next evolution of AI in financial services — moving from giving answers to taking actions. They offer the potential to automate complex, multi-step processes.
Related Terms
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Frequently Asked Questions
What is an AI agent in financial services?
An AI agent is an autonomous system that executes multi-step workflows, uses tools via APIs, and coordinates with other systems to achieve financial goals.
How are AI agents used in finance?
For trade reconciliation, compliance screening, customer service automation, and regulatory reporting, operating 24/7 to improve efficiency.
What is the difference between an AI agent and a chatbot in finance?
A chatbot answers questions. An AI agent takes actions — querying databases, executing trades, and coordinating across systems.