Pattern: pre-filter

Stop paying AI to classify ๐Ÿ‘

Run a free regex pre-filter before the LLM. Skip noise, save tokens on every message.

Pick a message

How it works

Four steps. Zero complexity.

1

Message in

A guest sends a WhatsApp message to your number.

2

AI analyzes

The agent extracts intent, entities, and sentiment.

3

Structured output

You get a clean JSON payload with typed actions.

4

Action fired

Your backend receives a webhook and executes the action.

Ready to automate your WhatsApp?

Join the beta and start building structured WhatsApp workflows in minutes.

Free during beta. No credit card.