Core concepts
AI agent
An AI agent is software that perceives its environment, decides an action, and executes it — autonomously or with human approval. Unlike a chatbot that only responds, an agent acts on the world (sends emails, updates databases, calls APIs, schedules meetings).
More detail
Modern AI agents are typically built on a frontier LLM (Claude, GPT-4, Gemini) plus a tool-calling layer that lets the LLM execute real-world actions. Each agent has a system prompt defining its role, access to specific tools, and a memory layer. The Aiprosol consultancy is operationally run by 10 AI agents — Arora (CEO), COO, CMO, CCO, CTO, CRO, CLO, CPO, CPM, and DA — each scoped to a domain and reporting to one human Chairman.