TechCrunch Startup News Neuralk-AI is developing AI models specifically designed for structured data
Feb 6, 2025
Discover how a French startup is revolutionizing artificial intelligence specifically for structured tabular data. With a recent funding round of $4 million, they are showcasing innovative applications for data scientists in the retail sector. Topics include tackling fraud detection and optimizing product recommendations, showcasing the potential of AI in making sense of structured information like SQL databases and spreadsheets. The podcast dives into the contrast between AI's advancements in unstructured data and the emerging focus on structured approaches.
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Neuralc AI's Focus on Structured Data
- Neuralc AI focuses on structured data, unlike large language models (LLMs).
- They aim to provide an API for data scientists, especially in commerce, improving existing data strategies.
LLMs' Limitations with Structured Data
- LLMs excel in search and natural language processing but struggle with traditional machine learning tasks.
- Neuralc AI aims to address this by offering tailored solutions for structured data common in machine learning.
Target Audience: Commerce Companies
- Neuralc AI targets commerce companies due to their rich structured datasets.
- These datasets include product catalogs, customer info, and shopping trends.