What is a Inference?

Training and inference are separate activities with very different economics. Training happens once, takes enormous computing resources, and produces a model. Inference happens every single time someone uses that model, takes a fraction of the resources per request, and is where practically all the ongoing cost of running an AI product lives. A business using AI is almost always paying for inference, not training.

Inference is also where latency shows up. The time between a visitor typing a question and seeing an answer is inference time plus whatever else has to happen first, such as searching your content for the relevant passages. Long delays cost you conversations, because a website visitor who waits too long will simply close the tab.

For a chat widget, this is the whole user experience. A visitor on your site at ten at night asks whether you cover their area, and inference is what turns that question into an answer drawn from your own pages. Clerkzo handles that on every message, then captures the booking request or lead details and delivers them to your team by email, webhook or Telegram.