# Prior Labs

**Source:** https://www.startuphub.ai/startups/prior-labs
**Profile type:** Startup

> Pioneering tabular foundation models for structured data analysis and AI-driven insights.

## About

Prior Labs develops advanced AI models, specifically Tabular Foundation Models (TFMs), designed to analyze structured data found in tables and spreadsheets. Their technology, exemplified by the TabPFN model series, aims to accelerate data science workflows, provide accurate predictions, and enable truly agentic AI systems capable of reasoning and integrating domain knowledge.

## Key facts

- **Slug:** prior-labs
- **Website:** https://priorlabs.ai/
- **Location:** Freiburg, Germany
- **Founded:** 2024-01-01
- **Employees:** 41
- **Operating status:** Active
- **Total funding:** $9M
- **Sectors / tags:** Foundation Model, Tabular Data Analysis, AI Research Lab, Structured Data AI, Predictive Analytics, Machine Learning, Enterprise Software, Agentic AI, Statistical Reasoning, Data Science
- **Social:**
  - LinkedIn: https://www.linkedin.com/company/prior-labs
  - Twitter: https://x.com/prior_labs
  - GitHub: https://github.com/PriorLabs

## Frequently asked

### What does Prior Labs do?

Prior Labs develops advanced AI models, specifically Tabular Foundation Models (TFMs), designed to analyze structured data found in tables and spreadsheets. Their technology, exemplified by the TabPFN model series, aims to accelerate data science workflows, provide accurate predictions, and enable truly agentic AI systems capable of reasoning and integrating domain knowledge.

### What is Prior Labs's valuation?

StartupHub estimates Prior Labs's effective valuation at $36.2M (range $23.4M to $56.0M, 16% confidence), based on comparable companies in the sector.

### How much funding has Prior Labs raised?

Prior Labs has raised a total of $9M in funding. The most recent round on record is Seed.

### Where is Prior Labs headquartered?

Prior Labs is headquartered in Freiburg, Germany.

### When was Prior Labs founded?

Prior Labs was founded in 2024.

### What industry does Prior Labs operate in?

Prior Labs operates in Foundation Model, Tabular Data Analysis, AI Research Lab, Structured Data AI, Predictive Analytics, Machine Learning.

### How many employees does Prior Labs have?

Prior Labs has approximately 41 people on record.

## JSON-LD

Structured data aligned with this page's `<script type="application/ld+json">` (included when the profile is server-rendered).

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "BreadcrumbList",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Home",
          "item": "https://www.startuphub.ai"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Startups",
          "item": "https://www.startuphub.ai/startups"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Prior Labs",
          "item": "https://www.startuphub.ai/startups/prior-labs"
        }
      ]
    },
    {
      "@type": "ProfilePage",
      "@id": "https://www.startuphub.ai/startups/prior-labs#webpage",
      "url": "https://www.startuphub.ai/startups/prior-labs",
      "name": "Prior Labs - AI Startup Profile | StartupHub.ai",
      "description": "This is the official profile of Prior Labs. Prior Labs is a startup founded in 2024, operating in Foundation Model and Tabular Data Analysis. Pioneering tabular foundation models for structured data analysis and AI-driven insights. Headquartered in Freiburg, Germany. The company has approximately 41 employees.",
      "dateModified": "2026-07-01T09:30:43.137864+00:00",
      "mainEntity": {
        "@id": "https://www.startuphub.ai/startups/prior-labs#organization"
      }
    },
    {
      "@type": "Organization",
      "@id": "https://www.startuphub.ai/startups/prior-labs#organization",
      "name": "Prior Labs",
      "url": "https://priorlabs.ai/",
      "logo": "https://cdn.startuphub.ai/storage/v1/object/public/entity-images/logos/ffa7193c-1f6a-46aa-8cec-f5553d3b9781-square.webp",
      "image": "https://cdn.startuphub.ai/storage/v1/object/public/entity-images/logos/ffa7193c-1f6a-46aa-8cec-f5553d3b9781-square.webp",
      "description": "This is the official profile of Prior Labs. Prior Labs is a startup founded in 2024, operating in Foundation Model and Tabular Data Analysis. Pioneering tabular foundation models for structured data analysis and AI-driven insights. Headquartered in Freiburg, Germany. The company has approximately 41 employees.",
      "sameAs": [
        "https://www.linkedin.com/company/prior-labs",
        "https://x.com/prior_labs",
        "https://github.com/PriorLabs",
        "https://www.startuphub.ai/startups/prior-labs"
      ],
      "foundingDate": "2024-01-01",
      "numberOfEmployees": {
        "@type": "QuantitativeValue",
        "value": 41
      },
      "address": {
        "@type": "PostalAddress",
        "addressLocality": "Freiburg",
        "addressCountry": "Germany"
      },
      "knowsAbout": [
        "Foundation Model",
        "Tabular Data Analysis",
        "AI Research Lab",
        "Structured Data AI",
        "Predictive Analytics",
        "Machine Learning",
        "Enterprise Software",
        "Agentic AI",
        "Statistical Reasoning",
        "Data Science"
      ]
    },
    {
      "@type": "Product",
      "@id": "https://www.startuphub.ai/startups/prior-labs#profile-assessment",
      "name": "Prior Labs - StartupHub.ai Profile Assessment",
      "url": "https://www.startuphub.ai/startups/prior-labs",
      "image": "https://cdn.startuphub.ai/storage/v1/object/public/entity-images/logos/ffa7193c-1f6a-46aa-8cec-f5553d3b9781-square.webp",
      "category": "Foundation Model",
      "description": "This is the official profile of Prior Labs. Prior Labs is a startup founded in 2024, operating in Foundation Model and Tabular Data Analysis. Pioneering tabular foundation models for structured data analysis and AI-driven insights. Headquartered in Freiburg, Germany. The company has approximately 41 employees. Agent Readiness score: 31/100. Full audit: https://www.startuphub.ai/startups/prior-labs/agent-readiness",
      "brand": {
        "@type": "Brand",
        "name": "Prior Labs"
      },
      "review": {
        "@type": "Review",
        "author": {
          "@type": "Organization",
          "name": "StartupHub.ai"
        },
        "datePublished": "2026-07-01",
        "name": "Prior Labs - Profile Score 56/100",
        "reviewBody": "This is the official profile of Prior Labs. Prior Labs is a startup founded in 2024, operating in Foundation Model and Tabular Data Analysis. Pioneering tabular foundation models for structured data analysis and AI-driven insights. Headquartered in Freiburg, Germany. The company has approximately 41 employees. Agent Readiness score: 31/100. Full audit: https://www.startuphub.ai/startups/prior-labs/agent-readiness",
        "reviewRating": {
          "@type": "Rating",
          "ratingValue": 56,
          "bestRating": 100,
          "worstRating": 0
        }
      }
    }
  ]
}
```