Cortal Insight is a platform that automates data preprocessing and routine machine learning tasks, enabling teams to focus on model optimization and experimentation. By integrating with existing data sources, it enhances data quality and accelerates the model-building process, allowing teams to automate up to 40% of their visual machine learning tasks.
Funding
Funding not disclosed
Founders
Product
Problem
Data scientists spend significant time on data preprocessing and routine machine learning tasks, diverting focus from model optimization and experimentation. Poor data quality and the need for manual data curation further slow down the model-building process.
Solution
Cortal Insight automates data preprocessing and routine machine learning tasks, enabling data science teams to focus on model optimization and experimentation. The platform integrates with existing data sources to enhance data quality, identify irregularities, and eliminate irrelevant samples. By automating up to 40% of visual machine learning tasks, Cortal Insight accelerates the model-building process and improves model accuracy. The platform also provides real-time analytics to gain deeper insights on data, empowering teams to make data-driven decisions with confidence.
Target Audience
Cortal Insight targets data science teams in enterprises that are looking to automate data preprocessing and improve the efficiency of their machine learning workflows.
Features
- Automated data preprocessing according to user requirements
- Real-time analytics for data insight and quality checks
- AI-powered automation of repetitive tasks, outlier removal, and relevant data discovery
- Integration with existing data sources
- Identification of data irregularities and elimination of irrelevant samples
- Support for large datasets