Normal

Normal publishes CAD benchmarks, datasets, and technical reports for AI developers working on hardware design; CAD Arena evaluates how agents reconstruct real mechanical parts from engineering drawings as editable CAD models.

Sources:normal.ai/research/cadarena normal.ai/research

normal.ai · updated Sep 29, 2026

Evals and benchmarks

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Headquarters: San Francisco, United States
Sources:getlatka.com ycombinator.com
Founded: 2025
Source:ycombinator.com
Headcount: 1-10
Source:ycombinator.com
Total funding: Not publicly listed
Latest round: Not publicly listed

Trust & data

How the vendor protects buyer material, where its data comes from, and where it can run.

Data sources: Licensed real-world data
Source:normal.ai
Quote
Licensed real-world data: 18 engineering drawings licensed from the manufacturers that produced each part
Stated confidentiality practices: Its privacy policy states that it uses HTTPS encryption, access-controlled database storage, regular security audits and updates, limited employee access to personal data, and OAuth 2.0 for email integration. It also says personal data is not used to train AI models.
Source:normal.ai
Not publicly listed: SOC 2, Trust center, Other certifications, Deployment, Exclusivity

What they sell

Offerings: Evals and benchmarks
Source:normal.ai
Domains: Robotics and physical
Source:normal.ai
Delivery formats: Datasets
Source:normal.ai
Public samples & benchmarks: CAD Arena
CAD Arena leaderboard
Sources:normal.ai/research/cadarena normal.ai/leaderboard/cad-arena
Not publicly listed: Named customers

Every change to these facts is kept in the public claims log. Record co_97aef3012686.