Agentic AI
AI Agent
An AI agent is an autonomous software system that independently plans tasks, makes decisions, and executes actions — without step-by-step human guidance. IJONIS builds AI agents that automate complete business processes from data intake to decision support.
Why does this matter?
AI agents replace not individual tasks but entire process chains. A procurement agent can analyze offers, check against framework contracts, and create a decision brief — in minutes instead of days. ROI typically reaches 3-10x within the first year.
How IJONIS uses this
We develop custom AI agents with LangChain, CrewAI, and FastAPI. Each agent is trained on your specific processes and integrated into your existing IT infrastructure — from ERP connections to automated email processing.
Frequently Asked Questions
What distinguishes an AI agent from a chatbot?
A chatbot reacts to inputs and gives responses. An AI agent acts proactively: it plans multi-step tasks, uses external tools (APIs, databases), makes decisions, and self-corrects on errors.
How long does it take to develop an AI agent?
A functional prototype is ready in 2-3 weeks. Production-ready integration with ERP/CRM connections, monitoring, and error handling takes another 4-8 weeks.