###### eBook

# AI Is Already Transforming Finance Operations. Here's Exactly How.

#### 300+ Finance Leaders Weigh In: AI is turning reporting into real-time strategy. Are you keeping up?

**What's Real vs. What's Hype**

AI is delivering significant results in specific, high-volume, data-intensive finance processes. And producing much less value in others.

This whitepaper is grounded in practitioner research, not vendor claims — documenting what finance teams are deploying today, the results they are achieving, and the implementation realities that determine ROI.

**Where AI Delivers Real Results**

**Accounts Payable**  
ML models trained on historical invoice data classify, code, and route invoices with 90%+ accuracy — with human review reserved for exceptions. Teams report 40–70% reductions in cost per invoice.

**Accounts Receivable**  
AI-driven AR tools prioritize collections and automate dunning sequences — consistently reducing DSO by 5–15 days without increasing collections headcount.

**Bank Reconciliation**  
AI-powered matching achieves 80–95% straight-through reconciliation rates, with exceptions handled in a single focused daily review.

**Cash Flow Forecasting**  
AI forecasting models combine ERP payables data, AR collection patterns, and seasonal trends to produce rolling cash position forecasts with higher accuracy than traditional spreadsheet models.

**Anomaly Detection**  
AI surfaces duplicate invoices, unusual payment patterns, and policy violations faster and more consistently than manual review — a rapidly growing use case in mid-market AP.

**A Practical AI Adoption Framework**  
**Stage 1** — Automate the Volume: deploy AI in high-transaction, rules-based processes first  
**Stage 2**— Connect the Data: ensure AI tools are embedded in or connected to your ERP  
**Stage 3** — Augment the Analysis: extend AI into forecasting and anomaly detection once transactional automation is stable  
**Stage 4** — Measure and Iterate: track ROI by process and expand methodically

**How Paystand Supports AI-Enabled Finance Teams**  
Paystand incorporates AI across payment execution, remittance matching, and reconciliation — giving finance teams in NetSuite, Dynamics 365, Acumatica, and Sage Intacct an AI-augmented payment workflow through their existing ERP.

Teams using Paystand report faster reconciliation, reduced DSO, and **near-zero transaction fees** on the Paystand network.