The way teams move from intent to execution has shifted. Early AI systems could show read-only steps tied to Slack, Jira, and Confluence, but they could not make changes. Now systems execute actions, label Salesforce entries, or post comments on Jira with Safe Mode previews for dry runs. Define a plain-language process as a short, …