• Manual authoring in Word/InDesign takes months and breaks with every revision, especially with equations, tables, and figures.
• Subject-matter experts lack time and writing support; extracting knowledge across CAD/JIRA/Confluence is slow and error-prone.
• Version control chaos—multiple files, tracked changes, and conflicting styles lead to rework and compliance risks.
✓ 80% faster time-to-publish—draft to export in 15 minutes vs. 6–10 weeks traditionally.
✓ 60% lower production cost by replacing freelance writing, DTP, and manual localization.
✓ 3–5x ROI within the first quarter through faster launches and reduced support escalations.