NEXUS

NEXUS

The Power to Predict in Financial Services

Predict risk, returns, fraud and every crucial decision the success of your institution depends on.

THE PROOF

NEXUS

NEXUS

NEXUS

Our most powerful Large Tabular Model. Pre-trained and ready to deploy.

91

%

WIN RATE
OUTPERFORMS CLASSIC ML

Pre-trained on billions of rows and columns of financial data, NEXUS significantly outperforms traditional ML, replacing multiple pipelines with one model that deploys in weeks and keeps improving.

Pre-trained on billions of rows and columns of financial data, NEXUS significantly outperforms traditional ML, replacing multiple pipelines with one model that deploys in weeks and keeps improving.

Compare with CatBoost and XGBoost.

THE PROBLEM

Most financial models are slow to build and fast to fail.

Traditional models reduce complex financial systems into static rules — missing the patterns that actually drive risk, fraud and defaults.

And every new use case means rebuilding the entire pipeline from scratch.

TRADITIONAL ML

One model per use case

3–6 months to production

Constant retuning

Patterns oversimplified

NEXUS

NEXUS

One system across the business

Immediate time to value

Continuous improvement

Complex patterns captured

THE SOLUTION

Pre-trained on billions of financial datasets, NEXUS powers accurate predictions out-of-the-box.

Pre-trained on billions of financial datasets, NEXUS powers accurate predictions out-of-the-box.

Pre-trained on billions of financial datasets, NEXUS powers accurate predictions out-of-the-box.

How It Works

Instant Financial Intelligence

Understands the non-linear relationships and hidden patterns across financial data — before it ever sees yours.

Adapts to Your Data

One Model. Every Use Case

How It Works

Instant Financial Intelligence

Understands the non-linear relationships and hidden patterns across financial data — before it ever sees yours.

REAL RESULTS

The Power to Predict. Trillions of dollars of value unlocked.

FRAUD DETECTION

94

%

ACCURACY

Multi-million dollar impact for every NEXUS-powered enterprise.

Multi-million dollar impact for every NEXUS-powered enterprise.

Multi-million dollar impact for every NEXUS-powered enterprise.

CHURN PREVENTION

80

%

ACCURACY

Up from 61% with traditional models. At-risk customers identified months earlier.

inline-0 Fundamental’s breakthrough in structured data prediction complements AWS’s mission to make advanced AI capabilities accessible to enterprises.

inline-0 Fundamental’s breakthrough in structured data prediction complements AWS’s mission to make advanced AI capabilities accessible to enterprises.

Matt Garman

CEO, Amazon Web Services

WHAT YOU CAN PREDICT

Use cases for every financial prediction. From fraud to forecasting.

Credit risk & default prediction

Identify high-risk borrowers earlier and improve underwriting decisions.

Fraud detection

Detect anomalous transaction patterns across accounts in real time.`

Customer lifetime value

Predict long-term value to optimize acquisition and retention.

Portfolio risk modeling

Understand exposure under changing market conditions.

Liquidity & Cash Flow Forecasting

Improve short-term forecasting and capital allocation.

Customer Churn Prediction

Identify at-risk customers before attrition occurs.

FOR DATA SCIENCE TEAMS

Built for your stack. Designed for regulated environments.

BUILT FOR YOUR INFRASTRUCTURE

Runs inside your VPC. Data never leaves your environment.

Works alongside existing models and pipelines.

No feature engineering. No hyperparameter tuning.

One API. Limitless predictive tasks.

Built-in explainability for audit and compliance.

Unlock the predictive power of your data.

Every financial institution has untapped predictive potential. NEXUS helps you unlock it — faster, more accurately, and at scale.

Every financial institution has untapped predictive potential. NEXUS helps you unlock it — faster, more accurately, and at scale.

Every financial institution has untapped predictive potential. NEXUS helps you unlock it — faster, more accurately, and at scale.

Fundamental Technologies Inc.

Copyright © 2026

All rights reserved

Copyright © 2026

All rights reserved

Fundamental Technologies Inc.