Software code that evaluates incoming user text messages based on topic meaning and routes them to specific prompt templates or model endpoints.

Used in MLOps marketing to make basic input categorization sound like a high-dimensional postal distribution system. It paints a picture of a synthetic switchboard operator making intelligent routing choices, when in practice it's software running similarity vector lookups to pick which prompt template gets used.

• Postal Switchboard Tropes: Wrapping basic text classification code in grand architectural routing metaphors.
• The Routing Misstep: Miscategorizing user requests and sending queries to the wrong template, delivering bad answers faster.
• Over-Engineered Infrastructure: Building complex multi-route dispatch layers for simple software applications that only need basic rule checks.

Airplane! (1980s) scene where Steve McCroskey watches air traffic control tower monitors flicker frantically, pulling levers and shouting orders while planes continuously get rerouted into wild holding patterns across the screen.

Software that automatically categorizes user requests and sends them to the right prompt template.

“Integrating semantic prompt routing improves execution speed by directing queries to optimized model endpoints.”

“We configured software to automatically send technical billing questions directly to our account prompt template.”