Betterdata

What Betterdata is

Betterdata is an enterprise synthetic data platform for generating data, supporting analysis, and protecting privacy. It is positioned for AI and machine-learning development, analytics, system testing, and secure data sharing. Its workflow takes data through ingestion and model training to synthetic data generation, with quality and privacy assurance reports. Structured inputs include CSV, JSON, Parquet, Excel, and live database connectors. Supported modalities are tabular, relational, time-series, and text-in-table data.

Listed models include TabTreeFormer, ARF, CTAB-GAN-DP, Tabula, IRG-GAN, SPN, Fractal-TSG, TS-V0, and TS-V1. Privacy and access controls include integrated differential privacy, advanced anonymization, dataset versioning and locking, CIS-hardened packages, and role-based access permissions. Organizations can deploy on-premise, including in air-gapped environments, or in the cloud on GCP, AWS, Azure, and Alibaba Cloud. The input minimum is 100 rows, with 1,000–3,000 rows recommended for good generation. The company describes the platform for enterprises and governments, including finance, healthcare, and government organizations. Betterdata is based in Singapore and was founded in 2021. Pricing is available by contacting sales; the company offers a demo using a prospect’s dataset and provides a generated synthetic dataset with privacy and utility metrics.

Who it suits

Betterdata is suited to enterprises and governments that need synthetic data for AI/ML development, analytics, testing, or secure sharing. Its on-premise and air-gapped deployment options may suit organizations with specific deployment requirements, including those in finance and healthcare.

Limits

Input datasets must contain at least 100 rows; 1,000–3,000 rows are recommended for good generation. Pricing is by contact with sales.

Getting started

1. Visit https://www.betterdata.ai/.
2. Contact sales to discuss pricing and request a demo.
3. Provide a dataset of at least 100 rows for input.
4. Choose on-premise deployment or a supported cloud environment.
5. Review the generated synthetic dataset and its privacy and utility metrics report.

Verdict

Consider Betterdata if your organization needs synthetic data across several modalities, privacy controls, and on-premise or cloud deployment options. Look elsewhere if you need a published price or datasets smaller than 100 rows.