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Overview
Fundamental builds NEXUS, a Large Tabular Model designed to analyze structured data from spreadsheets, databases, and CRM systems. It ingests raw tabular data and automatically learns patterns, enabling forecasting, classification, anomaly detection, and scenario simulation in one foundation model. The product is deployed through the AWS dashboard via a strategic partnership and trained on Amazon SageMaker HyperPod to handle datasets with billions of rows, with customers including Fortune 100 firms across financial services, healthcare, retail, and energy. The goal is to help enterprises turn raw data into actionable insights to improve forecasting accuracy, reduce risk, and optimize business outcomes, by focusing on structured data rather than unstructured text or images.
About Fundamental
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Financial Services
Company Size
51-200
Company Stage
Series A
Total Funding
$255M
Headquarters
San Francisco, California
Founded
2024
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Simplify's Take
What believers are saying
- NEXUS reduces data preparation time from months to days via autonomous cleaning.
- Fundamental secured seven-figure contracts with Fortune 100 companies before public launch.
- Single-line code integration on Amazon SageMaker enables fast deployment into existing AWS stacks.
What critics are saying
- AWS will bundle a native SageMaker Tabular Foundation model in Q4 2026 at zero inference cost.
- Google Cloud AutoML Tables 2.0 in August 2026 will undercut pricing for Fortune 100 contracts.
- Palantir's Aporia module launching Q3 2026 will directly encroach on tabular forecasting use cases.
What makes Fundamental unique
- NEXUS is a Large Tabular Model trained on billions of tabular datasets, not text.
- It delivers deterministic, reproducible predictions unlike stochastic LLMs for compliance-heavy industries.
- NEXUS processes tables with billions of rows natively without chunking or context loss.
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Funding
Total Funding
$255M
Above
Industry Average
Funded Over
2 Rounds
Battery VenturesIndustry standards
Benefits
Health Insurance
Parental Leave
Relocation Assistance
Company Equity
Growth & Insights
6 month growth
↓ -11%1 year growth
↓ -11%2 year growth
↓ -11%Fundamental is Hiring for 17 Jobs on Simplify!
Find jobs on Simplify and start your career today
About Fundamental
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Financial Services
Company Size
51-200
Company Stage
Series A
Total Funding
$255M
Headquarters
San Francisco, California
Founded
2024
Fundamental is Hiring for 17 Jobs on Simplify!
Find jobs on Simplify and start your career today