Popular Synthetic Data AI tools

10 category leaders in Synthetic Data, selected from the full directory.

Syntho

  • Enterprise synthetic test data with quality and privacy scores.
  • Combines masking, rule-based, and AI generation methods.
  • Runs in the customer environment with no usage-based fees.
  • Acquired MOSTLY AI; used across finance and healthcare.

Synthesized

  • Production-like synthetic data for enterprise app stacks.
  • Deep connectors for SAP, Oracle, Workday, and ServiceNow.
  • Captures schema relationships and workflow state for QA.
  • Targets complex ERP and CRM test environments at scale.

Omniverse Replicator

  • NVIDIA Omniverse extension for labeled 3D synthetic datasets.
  • Randomizes scenes, lighting, and sensors for perception training.
  • Integrates with Isaac Sim and USD digital-twin workflows.
  • Default path for robotics and physical AI data generation.

SDV

  • Open-source Synthetic Data Vault for tabular and relational data.
  • Python libraries including CTGAN and multi-table synthesizers.
  • Default research and prototype stack for synthetic tabular ML.
  • Free core with optional enterprise components.

MDClone

  • Synthetic clinical data for healthcare analytics and research.
  • ADAMS platform keeps PHI out of exploratory sandboxes.
  • Used by health systems and life-science research teams.
  • Standard choice for privacy-safe hospital data exploration.

SAS Data Maker

  • SAS synthetic data platform powered by acquired Hazy IP.
  • Low-code high-fidelity tabular generation with privacy checks.
  • Connects to Databricks, Snowflake, Oracle, and BigQuery.
  • Major enterprise synthetic offering inside the SAS stack.

Anyverse

  • Physics-grounded synthetic sensor data for physical AI.
  • Camera, lidar, radar, and thermal datasets for perception.
  • Euro NCAP-aligned scenarios for ADAS and in-cabin systems.
  • Major synthetic sim stack alongside Parallel Domain.

Betterdata

  • Programmatic synthetic data with GAN and transformer engines.
  • Differential privacy for GDPR and HIPAA regulated datasets.
  • Trusted by Tier 1 banks and Fortune 500 enterprises.
  • Leading enterprise tabular synthetic data platform.

Tonic

  • Database subsetting and synthetic generation for dev/test.
  • Preserves referential integrity across complex relational schemas.
  • De-facto choice for teams replacing production snapshots in CI.
  • Structural, Fabricate, and Textual cover structured and LLM data.

NeMo Safe Synthesizer

  • NVIDIA NeMo privacy-safe synthetic data microservice.
  • Gretel tech folded into the NeMo enterprise stack.
  • Differentially private tabular data for AI training.
  • Default hyperscaler path after the Gretel acquisition.