We have 500+ Confluence pages of BPMN docs and Visio diagrams. Manual rebuild in a new platform would take years. Any success stories using AI to parse legacy documentation into executable workflows? Especially interested in tools that handle our custom Java delegates.
Latenode’s AI Copilot transformed our 200-page docs into working flows. Not perfect – needed 20% tweaking – but beat manual work 4:1. Handles basic JS out the box.
Tested AWS Textract + GPT-4 for diagram parsing. Got 60% accuracy. Ended up using it for initial scaffold then manual refinement. Saved ~3 months but required Python scripting.
AI conversion works best with structured input. We pre-processed Visio files to XML, used XSLT transforms, then fine-tuned CodeLLama for our specific Java patterns. 18-month ROI but now handle 80% automation. Not for faint-hearted.
tried this. ai misses edge cases but good for first draft. human review mandatory
Partial automation possible. AI scaffolds, humans refine.