ECEmily Carterintheidpblog.hashnode.dev·Sep 10 · 15 min readHow LLMs Are Changing Document Extraction Workflows in Finance and AccountingFinance teams process invoices, statements, contracts, leases, financial reports, and supporting records every day. Traditional extraction methods can capture text and predefined fields, but they ofte00
ECEmily Carterintechandfinance.hashnode.dev·Aug 11 · 20 min readCross-System Reconciliation Architecture for Finance Data TeamsFinancial data rarely stays within one system. A transaction may begin in a payment platform, pass through a subledger, reach an ERP, and finally appear in financial reporting. Each movement creates a00
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 The problem is that one missed value, wrong account mapping, outdated input, or unsupported adjustme00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
