INSIGHTS Insights

Insights

On AI agents, multi-model infrastructure, and how they change business.

2026-09-18

What is an AI agent? More than a chatbot

A chatbot answers. An agent plans, uses tools, and keeps refining until the job is done. Here's the difference — and why it matters for business.

2026-09-12

Why multi-model routing matters for AI agents

No single model is optimal for every task. Routing hard steps to strong models and routine steps to cheap ones — with automatic failover — is how agents cut cost and stay reliable.