AI Inference

Running a trained model to get an output for a real request.

OpsBasicsModel serving

What it is

AI inference is the moment a live model takes input, processes it, and returns a prediction or generation.

Why it matters

  • Latency and cost show up here
  • Guardrails and safety filters run here
  • Logging here helps you debug and improve

Quick wins

  • Cache frequent requests
  • Right-size models for speed-sensitive paths
  • Track quality and drift over time