Current Pain Points in Research Literature Review:

• Manual tracking across repositories consumes 10+ hours weekly
• Researchers struggle to determine relevance without reading entire papers
• Knowledge silos form due to inconsistent documentation practices
• Important breakthroughs get missed in the overwhelming volume of publications
• Lack of standardization makes comparing methodologies difficult

The Business Impact:

These inefficiencies directly affect R&D productivity, slow innovation cycles, and create frustrating knowledge gaps that prevent organizations from fully capitalizing on emerging techniques and methodologies.