AWS's no-code workflow reduces code in preparation and training, but data, labels, and deployment decisions still require control. The productive framing is to treat visual tooling as an auditable operating layer.

AWS outlines a no-code workflow that carries Snowflake data through visual preparation, model training, and stakeholder dashboards. It is a practical pilot pattern for teams trying to shorten the path from operational data to decisions.