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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
People at Fundamental
People at Fundamental who can refer or advise you
Simplify's Take
What believers are saying
- Demand forecasting time-to-value reduced from months to days by ingesting data from spreadsheets and databases.
- Fortune 100 companies achieve billion-row capability for real-time equipment failure and patient readmission predictions.
- AWS integration allows deployment via single line of code, seamlessly integrating into existing enterprise data stacks.
What critics are saying
- AWS SageMaker Jumpstart Q3 2026 native tabular model will eliminate third-party licensing need with 60–75% probability.
- If SAP mandates proprietary tabular model in 2027, Fundamental faces 30% revenue attrition via channel lock-in dependency.
- Anthropic's 2026 enterprise model launch targets same Fortune 100 clients with $1B+ funding, posing existential threat.
What makes Fundamental unique
- NEXUS is a Large Tabular Model purpose-built for structured data, unlike LLMs targeting unstructured text.
- It uses non-transformer architecture enabling permutation invariance and cross-schema reasoning for accurate enterprise predictions.
- NEXUS directly ingests raw tabular data without manual feature engineering, replacing legacy tools like XGBoost.
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Funding
Total Funding
$255M
Above
Industry Average
Funded Over
2 Rounds
Battery VenturesBenefits
Health Insurance
Parental Leave
Relocation Assistance
Company Equity
Growth & Insights
6 month growth
↓ -12%1 year growth
↓ -12%2 year growth
↓ -12%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