Software pain points
- Credit data is split across origination, servicing, CRM, finance, warehouse, document, and spreadsheet systems
- Annual reviews and covenant monitoring rely on manual documents, email reminders, and analyst spreadsheets
- Executives cannot explain why allowance, watchlist, or rating migration changed without pulling multiple manual packs
- Credit models and AI pilots create validation, monitoring, and documentation gaps
- Policy exceptions and delegated-authority approvals are hard to audit after the fact
- Board, audit, and regulator requests trigger repeated manual evidence collection
