Establish a new BigQuery dataset for streaming inserts from multiple vendors and configure your BigQuery ML model to utilize the 'ingestion' dataset as the framing data.

Directly use BigQuery streaming inserts to land data from multiple vendors into the dataset where your BigQuery ML model is deployed.

Set up a Pub/Sub topic for all vendor data and link a Cloud Function to the topic to process and store the data in BigQuery.