ECEmily Carterintechandfinance.hashnode.dev·Jul 24 · 17 min readHow AI Improves the Accuracy of Financial Statements, Ratios, and Risk ModelsFinance teams depend on accurate statements, ratios, and risk models to make high-impact decisions. The problem is that one missed value, wrong account mapping, outdated input, or unsupported adjustme00
ECEmily Carterintechandfinance.hashnode.dev·Jul 2 · 9 min readDesigning Human-in-the-Loop Review for Automated ReconciliationAutomated reconciliation can match transactions, flag exceptions, route approvals, and maintain documentation faster than manual processes. Yet many finance teams still face the same question: which i00
ECEmily Carterintechandfinance.hashnode.dev·Jun 29 · 9 min readRule-Based vs AI-Based Transaction Matching in FinanceFinance teams often start with simple matching rules, then hit a wall as transaction volume and complexity grow. Exact references go missing. Payments cover multiple invoices. Settlements arrive in ba00
ECEmily Carterintechandfinance.hashnode.dev·Jun 23 · 10 min readHow Matching Tolerances Work in Automated Account ReconciliationExact matching sounds ideal in reconciliation, but finance data rarely behaves that neatly. A payment may settle two days late. A foreign-currency transaction may differ because of exchange rates. A b00
ECEmily Carterintechandfinance.hashnode.dev·Jun 23 · 8 min readBusiness documents have always played a central role in how organizations function, but reading, processing, and interpreting them has remained slow, manual, and error-prone for decades. As digital wo00
