FINANCE AI

Put AI to work on finance operations — with controls.

Governed agents that analyze finance information, execute approved workflows and preserve human authority where risk matters.

01Accelerate transactionsAssist invoice, receivables, matching and exception workflows.
02Reduce close effortGather evidence, reconcile information and support repeatable close activities.
03Improve finance insightCombine governed data with business context for faster analysis.
04Keep approvals intactAutomate preparation while preserving review for sensitive actions.
BUSINESS OUTCOMES

Start with one process.

Choose the workflow where delay, repetition or inconsistency creates measurable friction. Then define exactly what AI should answer, recommend, execute or escalate.

01

Accelerate transactions

Assist invoice, receivables, matching and exception workflows.

02

Reduce close effort

Gather evidence, reconcile information and support repeatable close activities.

03

Improve finance insight

Combine governed data with business context for faster analysis.

04

Keep approvals intact

Automate preparation while preserving review for sensitive actions.

HOW NEWNEO APPROACHES IT

The business task is the unit of design.

We map the workflow, systems, knowledge, approvals and measurable outcome first. The AI architecture follows that process.

Map the workflowInputs, systems, ownership, handoffs and failure points.
Define AI authorityWhat can be read, recommended, executed or approved.
Measure the outcomeTask success, cycle time, intervention, quality and cost.
START WITH ONE PROCESS

Which workflow should AI improve first?

We can map it, prove it with a focused POC and turn it into a governed production system.

Talk to an AI Architect →