Invoice Intelligence Procurement Intelligence
2 Models Live
Platform Overview

Freight & Invoice Intelligence Suite

The platform is an ML-powered analytics suite built for enterprise procurement and finance teams to automate cost benchmarking and compliance screening at scale. The platform provides two core capabilities: a regression model that predicts expected freight costs from invoice values, helping procurement managers validate shipping charges before purchase order approval; and a binary classifier that screens vendor invoices in real time, surfacing entries that deviate from established spending patterns for manual audit review. Both models are optimised for low-latency inference, delivering predictions in under 100 ms to integrate seamlessly into existing approval workflows.

2 Live Models
< 100ms Avg. Latency
Real-time Predictions
Module 01 Regression

Freight Cost Prediction

Estimate expected shipping expenditure from an invoice dollar value. Use this before approving purchase orders to benchmark freight charges against the model's learned cost patterns.

$
Enter the total invoice amount in US dollars

Estimated Freight Cost —
Predicted shipping cost based on the invoice value provided.
Module 02
Module 02 Classifier

Invoice Anomaly Detection

Screen vendor invoices for irregularities in real time. The classifier evaluates quantity, dollar values, and freight amounts against established patterns to flag entries requiring manual review.

Number of items on this invoice
$
Total invoice dollar amount
$
Shipping charge on this invoice
Cumulative quantity across all line items
$
Cumulative dollar value across all items

Anomaly Detection Result —