AI TrustMark

Synthetic data companies, products & suppliers

Generated datasets that stand in for production data in test or training. Jobs: tabular synthesis; text synthesis for tests; privacy-preserving stand-ins.

What is Synthetic data?

Generated datasets that stand in for production data in test or training. Jobs: tabular synthesis; text synthesis for tests; privacy-preserving stand-ins.

What problems does it solve?

Teams cannot share production extracts with vendors or offshore staff.

Typical business use cases

  • Tabular synthesis
  • Text synthesis for tests
  • Privacy-preserving stand-ins

Important capabilities

  • Generators
  • Fidelity metrics
  • Privacy metrics

What buyers should evaluate

  • Whether real rows can be memorised
  • Eval of utility
  • Licence of synthetic output

Risks and governance considerations

Synthetic data that still reconstructs real people.

Procurement checklist

  • Memorisation tests
  • Licence
  • Intended use

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

Methodology · How verification works

Products and providers

Open a product profile for its catalogue details, or use the provider link for the company profile. Claimed listings appear first, then by name. Payment never changes the order.

  • Clearbox AI Synthetic Data Platform

    By Clearbox AI

    Generate synthetic, privacy-safe datasets to boost AI innovation and protect sensitive data. Clearbox AI Synthetic Data Platform is Clearbox AI's platform, from Clearbox AI Solutio

  • SDV Enterprise

    By DataCebo

    SDV is enterprise software for building generative relational models of your enterprise databases, powering synthetic data, AI training, and more. SDV Enterprise is DataCebo's plat

  • Gretel Transform

    By Gretel

    Build SDG pipelines to power conversational AI, benchmarks, and agentic AI workflows with NVIDIA NeMo synthetic data tools. Gretel Transform is Gretel's software product, from Gret

  • MOSTLY AI Synthetic Data Platform

    By MOSTLY AI

    Generate, analyze, and share privacy-safe synthetic data with MOSTLY AI’s secure, enterprise-ready platform and open-source SDK. MOSTLY AI Synthetic Data Platform is MOSTLY AI's pl

  • NVIDIA NeMo Data Designer

    By NVIDIA

    NVIDIA NeMo Data Designer is a compound AI system for generating synthetic datasets, part of the NVIDIA NeMo suite. Users define the columns of a dataset in Python, mixing sampled

  • Data Lab

    By Parallel Domain

    Parallel Domain generates photorealistic synthetic data and simulation to train and validate perception systems for autonomous vehicles, robotics, and AI. Data Lab is Parallel Doma

  • Rendered.ai Platform

    By Rendered.ai

    Transform your computer vision projects with synthetic data and engineering solutions that overcome challenges with advanced sensor types. Rendered.ai Platform is Rendered.ai's pla

  • SAS Data Maker

    By SAS

    SAS Data Maker is SAS's software product, from SAS Institute Inc. Published at sas.com/en_us/software/data-maker.html. Directory filing: Synthetic data. Vendor legal name on this p

  • Synthesized Cloud Platform

    By Synthesized

    Synthesized is the first all-in-one data automation platform for data-driven organizations. Learn more about our DataOps platform and synthetic data generation. Synthesized Cloud P

  • Syntho Engine

    By Syntho

    Syntho combines all synthetic data generation methods in one solution. Delivering realistic, privacy-preserving synthetic data optimized for any scenario, covering more use cases t

  • Tonic Fabricate

    By Tonic.ai

    Accelerate development & testing with Tonic.ai. Generate realistic, production-like test data that preserves privacy & compliance in complex environments. Learn more. Tonic Fabrica

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

What is Synthetic data?

Generated datasets that stand in for production data in test or training. Jobs: tabular synthesis; text synthesis for tests; privacy-preserving stand-ins.

What should not be listed as Synthetic data?

Products whose buyer job is labelling, data prep, or generative media products. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every Synthetic data supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.