NeuralkAI

Overview

NeuralkAI is a Paris-based startup developing Seldon (formerly NICL), a tabular foundation model that performs classification, regression, and time-series tasks. The company is focused on making tabular ML accessible for enterprise predictions on large-scale structured data without traditional feature engineering or model training pipelines.

Key Product

Seldon — named after Hari Seldon from Isaac Asimov’s Foundation series — is an enterprise-grade tabular foundation model for classification, regression, and time-series prediction. Pretrained on large-scale tabular data, it generalizes across diverse schemas without fine-tuning and slots into existing pipelines via the scikit-learn-compatible Neuralk SDK. See the Seldon technical report.

Team

Founded by researchers with backgrounds in deep learning and tabular data, based out of the Paris AI ecosystem.

Outlook

NeuralkAI enters the tabular FM space with a differentiated in-context learning approach. As a pre-seed company in the competitive European AI landscape, execution speed and enterprise adoption will be critical to establishing a defensible position.