Why Neoflo · AI & Human model
AI processes the volume inside tolerances your team sets. Humans review the exceptions, so accuracy holds as volumes climb. And every resolved exception trains the model, so the share AI handles keeps growing.
The split
Finance work splits two ways. AI takes the volume. Humans take the judgment calls.
AI
High-Volume, Repeatable Tasks
Reads invoices in any format. Codes GL and tax. Matches POs, GRNs, and payments within your tolerances. Routes approvals and runs dunning.
Accountants
Exceptions, Conversations, and Controls
Resolves low-confidence items and updates the rules. Handles the conversations that need nuance. Triages disputes, clears reconciling items, and packages evidence for auditors.
Compounding
Every invoice, payment, and journal entry trains Neoflo’s engine, steadily shrinking manual work and errors.
01
Trained on Your Documents & Workflows
We train on your real invoices, contracts, and close data across Procure to Pay, Order to Cash, Record to Report, and company docs.
02
Every Resolved Edge Case Becomes Training Data
Every human-resolved exception feeds back as labeled training data for future straight-through processing.
03
Customer & Vendor Specific Memory
Models build vendor, customer, and account-level memory, improving coding, matching, and anomaly detection.
04
Cross-Workflow Signals Across AP, AR & Book Close
Cross-workflow signals from one data layer let AI refine decisions using AP, AR, and close outcomes together.
Our view
Because the future does not belong to the person with the most AI. It belongs to the person who knows how to combine AI with judgment, curiosity, empathy, and original thinking.
Low-risk start
Watch it run on your real documents and your own systems, before you commit to anything.