Inference articles

Self-hosted vs. managed AI inference

Choose between self-hosted and managed AI inference using data policy, model access, latency, utilization, reliability, staffing, and cost per accepted outcome.

When CPU-accelerated AI inference makes sense

Evaluate CPU inference using model fit, precision, latency, throughput, memory, Kubernetes placement, and end-to-end cost instead of assuming every model needs a GPU.