AI automation for finance teams: where to start

Finance teams spend a surprising amount of time on work that is repetitive, rule-based, and high-volume — exactly the kind of work modern AI handles well. The trick is to start where the payoff is clearest and the risk is lowest.

Best first candidates

• Invoice and receipt data capture (no more manual re-keying)
• Bank and account reconciliation
• Expense classification and approval routing
• Drafting recurring reports and management summaries

Keep your ERP as the backbone

AI works best when it reads from and writes to a single, trusted system of record. If your data already lives in an ERP, automation becomes far simpler and more reliable. Bolting AI onto scattered spreadsheets just automates the chaos.

Measure, then expand

Pick one process, measure hours saved and error rates before and after, and use that result to justify the next step. Incremental wins build trust far faster than a big-bang transformation.