• Knowledge scattered across emails, wikis, and spreadsheets makes it hard to produce coherent, up-to-date books and toolkits.
• Manual research, fact-checking, and citation management slow timelines and introduce risk.
• Inconsistent tone, structure, and terminology across multi-author teams reduce credibility.
✓ 60–70% reduction in time-to-first-draft across business titles and toolkits.
✓ 30–50% lower outsourcing and revision costs through AI-assisted drafting and editing.
✓ 50% faster time-to-publish via automated research synthesis and workflows.