A SaaS integration layer that connects to existing accounting software (QuickBooks, Wave, Xero) and uses rule-based logic plus AI to detect, categorize, and automatically generate correct journal entries for complex owner transactions. It provides guided workflows for scenarios like equipment financing, member contributions, and equity reconciliation, while maintaining a real-time equity ledger for multi-member entities.

LLC formations have surged to over 5 million annually in the US, with many founded by non-accountants managing complex equity structures. The creator economy and remote partnerships have increased unconventional capital arrangements that traditional accounting software isn't designed to handle.