#spreadsheets

A 35-year research review by Prof. Pak-Lok Poon found 94% of business spreadsheets contain errors. AI-powered workflow systems replace spreadsheet tracking chaos with real-time visibility and structured automation.

Research confirms 94% of business spreadsheets contain errors. TransAlta lost $24 million from one misaligned row and JPMorgan lost $6.2 billion partly from a bad formula. Spreadsheet tracking breaks at scale.