Current Pain Points in Financial Document Analysis:

• Analysts spend 15-20 hours manually reading dense financial PDFs (often 100+ pages)
• Human fatigue leads to inconsistent analysis depth and critical errors
• Complex multi-column layouts and embedded charts often contain missed insights
• Bottlenecks form during reporting seasons when multiple documents require simultaneous analysis
• High-value talent is wasted on low-level extraction tasks instead of strategic analysis

The result: delayed insights, inconsistent analysis quality, and substantial opportunity costs as skilled professionals spend time on manual tasks instead of value-added activities.