About

Pebblous is a data-centric AI startup offering the "Data Clinic" service, which enhances the quality of large datasets for AI training and big data analysis.

We offer a unique and comprehensive solution for both assessing and visualizing AI datasets.

- Assessing and Visualizing the quality of AI Training Dataset.
- Boosting AI Performance by adding Synthetic Data.
- Optimizing Training Efficiency by reducing Redundant Data.

Its "DataLens" neural network converts datasets into vectors, assessing their quality from a geometric and distributional perspective. Based on diagnostics, the service can add synthetic data, optimize data volumes, or create protected data replicas. The refined datasets are then tailored for specific AI tasks using "DataLens.“

Pebblous' key technology ‘DATA CLINIC’ includes the following features.

▲ 'data quality assessment' : which includes automated data quality assessment of data and results in reports, and 'data improvement', which solves the problem of quantitative shortage of data by adding.
▲ 'data Improvement' : synthetic data, and improving the efficiency of artificial intelligence development by reducing data weight.

In other words, Pebblous' technology can dramatically improve the quality of data by evaluating various quality problems such as data bias, missing, and balance, and systematically applying appropriate improvement methods such as synthetic data or weight reduction, after transforming large amounts of data required for big data analysis and artificial intelligence learning into observable and measurable forms.

In particular, Pebblous' data can be used in most statistical and artificial intelligence industries that can utilize data such as mobility, sports, metaverse, resource recycling, finance, fashion, and products.