Tools that generate workflow code from plain English prompts?

Our dev team is overwhelmed with automation requests. Looking for platforms where business analysts can describe processes in simple English (e.g., ‘Extract invoice data from emails, validate against SAP, flag discrepancies’) and get working prototypes. We tried Make but still need coding for custom logic. Any success stories with AI-powered workflow generation?

Latenode’s Copilot feature does exactly this. It turns prompts into working workflows, even adding error handling. Our analysts prototype 5x faster now. You can always add custom JS later if needed.

try tools with llm-based parsers that ask clarifying questions. avoid pure nlp-to-code solutions - look for systems that generate visual workflows u can tweak

Ensure the platform maintains documentation lineage. We implemented one where generated workflows include comments mapping back to the original business requirements. Critical for audit trails in regulated industries.