Finding the right training data is harder than building the model
Public datasets get you to a prototype. The data that makes an AI product competitive — domain-specific, proprietary, commercially licensed data — is not available on any open marketplace. Finding it, evaluating it and accessing it with the right licensing in place takes months that most AI teams do not have.
Neudata helps AI companies source it.
Data acquisition is where AI product timelines break down
Neudata is working with AI developers across industries such as healthcare, legal, finance and supply chain who face the same challenges. Weeks pass in vendor conversations before teams discover the data does not exist in the format they need, or that the licensing does not cover commercial AI training use.
Evaluation cycles are expensive when the dataset fit is unclear from the outset. And the legal landscape around training data rights is still developing — getting it wrong has consequences.
Where synthetic data can supplement, it does not replace the proprietary, domain-specific data that separates a competitive AI product from one that falls short. That is what Neudata helps teams find.
Neudata is the data intelligence layer for AI companies.
Neudata does not sell datasets. We help AI teams find, evaluate and source the right data, whether that is a specific dataset to train or fine-tune a model, or ongoing access to domain-specific sources to keep a product competitive.
Over a decade, Neudata's team of 20+ data scouts has mapped 8,600+ datasets across 4,000+ providers. That research infrastructure was built for the most data-demanding buyers in the world. It is now available to AI companies building in healthcare, legal, finance, supply chain and beyond.
Sourcing a specific dataset
Ongoing data intelligence
Independent research, built over a decade.
The most data-savvy buyers in the world — institutional investors, quantitative research teams and asset managers — rely on Neudata to find and assess data. They face the same core challenge as AI development teams: too many providers, inconsistent licensing and no reliable way to determine whether a dataset will perform before committing to evaluation.
Neudata's research is independent. We do not represent vendors or earn commission on dataset sales. Our scouts work for the buyer.
Whether your team is sourcing a specific dataset for training or looking for ongoing data intelligence, Neudata will identify what exists, assess fit for your use case and confirm the licensing is in place before evaluation begins.
