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Best Synthetic Data Tools with Unstructured Data Capabilities

Below are the top-rated Synthetic Data Tools with Unstructured Data capabilities, as verified by G2’s Research team. Real users have identified Unstructured Data as an important function of Synthetic Data Tools. Compare different products that offer this feature so you can decide which is best for your business needs.
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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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14 Listings in Synthetic Data Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Tumult Analytics is an open-source Python library making it easy and safe to use differential privacy; enabling organizations to safely release statistical summaries of sensitive data. Tumult Analyti

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 50% Small-Business
    • 32% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2019
    HQ Location
    Durham
    LinkedIn® Page
    www.linkedin.com
    3 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Tumult Analytics is an open-source Python library making it easy and safe to use differential privacy; enabling organizations to safely release statistical summaries of sensitive data. Tumult Analyti

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 50% Small-Business
  • 32% Mid-Market
Seller Details
Year Founded
2019
HQ Location
Durham
LinkedIn® Page
www.linkedin.com
3 employees on LinkedIn®
Entry Level Price:Free
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Our mission is to enable developers to safely and quickly experiment, collaborate, and build with data.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 77% Mid-Market
    • 23% Small-Business
  • Seller Details
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  • Seller Details
    Seller
    Gretel.ai
    Year Founded
    2020
    HQ Location
    Palo Alto, US
    LinkedIn® Page
    www.linkedin.com
    33 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Our mission is to enable developers to safely and quickly experiment, collaborate, and build with data.

Users
No information available
Industries
No information available
Market Segment
  • 77% Mid-Market
  • 23% Small-Business
Seller Details
Seller
Gretel.ai
Year Founded
2020
HQ Location
Palo Alto, US
LinkedIn® Page
www.linkedin.com
33 employees on LinkedIn®

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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    KopiKat is a generative image data augmentation tool that helps improve AI model accuracy without changing the network architecture. It creates a new photorealistic copy of the original image while p

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 69% Small-Business
    • 23% Mid-Market
  • Seller Details
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  • Seller Details
    Seller
    OpenCV.ai
    Year Founded
    2023
    HQ Location
    Palo Alto, US
    LinkedIn® Page
    www.linkedin.com
    15 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

KopiKat is a generative image data augmentation tool that helps improve AI model accuracy without changing the network architecture. It creates a new photorealistic copy of the original image while p

Users
No information available
Industries
No information available
Market Segment
  • 69% Small-Business
  • 23% Mid-Market
Seller Details
Seller
OpenCV.ai
Year Founded
2023
HQ Location
Palo Alto, US
LinkedIn® Page
www.linkedin.com
15 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Syntheticus® is a technology company founded in 2021 and headquartered in Zürich, Switzerland. We are at the forefront of innovation and research in Privacy-Enhancing Technologies, working in collabor

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 60% Small-Business
    • 30% Mid-Market
  • Seller Details
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  • Seller Details
    Year Founded
    2021
    HQ Location
    Zurich, CH
    LinkedIn® Page
    www.linkedin.com
    5 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Syntheticus® is a technology company founded in 2021 and headquartered in Zürich, Switzerland. We are at the forefront of innovation and research in Privacy-Enhancing Technologies, working in collabor

Users
No information available
Industries
No information available
Market Segment
  • 60% Small-Business
  • 30% Mid-Market
Seller Details
Year Founded
2021
HQ Location
Zurich, CH
LinkedIn® Page
www.linkedin.com
5 employees on LinkedIn®
(37)4.2 out of 5
Optimized for quick response
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Tonic.ai frees developers to build with safe, high-fidelity synthetic data to accelerate software and AI innovation while protecting data privacy. Through industry-leading solutions for data synthesis

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 43% Mid-Market
    • 32% Small-Business
  • Seller Details
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  • Seller Details
    Seller
    Tonic.ai
    Company Website
    Year Founded
    2018
    HQ Location
    San Francisco, California
    Twitter
    @tonicfakedata
    713 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    103 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Tonic.ai frees developers to build with safe, high-fidelity synthetic data to accelerate software and AI innovation while protecting data privacy. Through industry-leading solutions for data synthesis

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 43% Mid-Market
  • 32% Small-Business
Seller Details
Seller
Tonic.ai
Company Website
Year Founded
2018
HQ Location
San Francisco, California
Twitter
@tonicfakedata
713 Twitter followers
LinkedIn® Page
www.linkedin.com
103 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Synthesis AI is a pioneering synthetic data technology which builds more capable AI

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 73% Small-Business
    • 27% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Synthesis AI Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    3
    Quality
    2
    AI Technology
    1
    Customer Support
    1
    Editing Ease
    1
    Cons
    Credit Limitations
    1
    Expensive
    1
    Limited Customization
    1
    Needs Improvement
    1
    Poor Customer Support
    1
  • Seller Details
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  • Seller Details
    Seller
    Synthesis
    Year Founded
    2019
    HQ Location
    San Francisco, CA
    Twitter
    @SynthesisAI_
    658 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    12 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Synthesis AI is a pioneering synthetic data technology which builds more capable AI

Users
No information available
Industries
No information available
Market Segment
  • 73% Small-Business
  • 27% Mid-Market
Synthesis AI Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
3
Quality
2
AI Technology
1
Customer Support
1
Editing Ease
1
Cons
Credit Limitations
1
Expensive
1
Limited Customization
1
Needs Improvement
1
Poor Customer Support
1
Seller Details
Seller
Synthesis
Year Founded
2019
HQ Location
San Francisco, CA
Twitter
@SynthesisAI_
658 Twitter followers
LinkedIn® Page
www.linkedin.com
12 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    GenRocket is the technology leader in synthetic data generation for quality engineering and machine learning use cases. We call it Synthetic Test Data Automation (TDA) and it's the next generation of

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 73% Enterprise
    • 27% Small-Business
  • Seller Details
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  • Seller Details
    Seller
    GenRocket
    Year Founded
    2012
    HQ Location
    Ojai, CA
    Twitter
    @GenRocketINC
    377 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    35 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

GenRocket is the technology leader in synthetic data generation for quality engineering and machine learning use cases. We call it Synthetic Test Data Automation (TDA) and it's the next generation of

Users
No information available
Industries
No information available
Market Segment
  • 73% Enterprise
  • 27% Small-Business
Seller Details
Seller
GenRocket
Year Founded
2012
HQ Location
Ojai, CA
Twitter
@GenRocketINC
377 Twitter followers
LinkedIn® Page
www.linkedin.com
35 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Deep Vision Data specializes in the creation of synthetic training data for supervised and unsupervised training of machine learning systems such as deep neural networks, and also the development of X

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 38% Small-Business
    • 38% Mid-Market
  • Seller Details
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  • Seller Details
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Deep Vision Data specializes in the creation of synthetic training data for supervised and unsupervised training of machine learning systems such as deep neural networks, and also the development of X

Users
No information available
Industries
No information available
Market Segment
  • 38% Small-Business
  • 38% Mid-Market
Seller Details
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    TestINT (testINT.ai)  What is TestINT? TestINT is a “Data Augmentation and Testing” platform to make systems that utilize “Deep Learning” techniques more reliable. TestINT provides a compact platfor

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 50% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2014
    HQ Location
    Ankara, TR
    LinkedIn® Page
    www.linkedin.com
    71 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TestINT (testINT.ai)  What is TestINT? TestINT is a “Data Augmentation and Testing” platform to make systems that utilize “Deep Learning” techniques more reliable. TestINT provides a compact platfor

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 50% Small-Business
Seller Details
Year Founded
2014
HQ Location
Ankara, TR
LinkedIn® Page
www.linkedin.com
71 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ANYVERSE's computer-generated datasets offer the speed, scalability, and photorealistic visual accuracy needed by Machine Learning and Perception teams to rapidly progress to high-confidence artificia

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Anyverse
    Year Founded
    2018
    HQ Location
    Madrid, ES
    Twitter
    @AnyverseAI
    148 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    22 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ANYVERSE's computer-generated datasets offer the speed, scalability, and photorealistic visual accuracy needed by Machine Learning and Perception teams to rapidly progress to high-confidence artificia

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
Seller
Anyverse
Year Founded
2018
HQ Location
Madrid, ES
Twitter
@AnyverseAI
148 Twitter followers
LinkedIn® Page
www.linkedin.com
22 employees on LinkedIn®
Entry Level Price:FREE
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    CVEDIA develops robust and resilient computer vision algorithms using synthetic data. Our synthetic algorithms are developed in 2-4 weeks for scenarios where data collection isn't viable. CVEDIA is th

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • CVEDIA Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    AI Technology
    2
    Data Privacy
    1
    Object Recognition
    1
    Speed
    1
    Cons
    Limited Customization
    2
    Limited Functionality
    2
    Difficult Learning
    1
    Inaccurate Recognition
    1
    Lack of Customization
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    CVEDIA
    Year Founded
    2016
    HQ Location
    London, GB
    LinkedIn® Page
    www.linkedin.com
    18 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

CVEDIA develops robust and resilient computer vision algorithms using synthetic data. Our synthetic algorithms are developed in 2-4 weeks for scenarios where data collection isn't viable. CVEDIA is th

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
CVEDIA Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
AI Technology
2
Data Privacy
1
Object Recognition
1
Speed
1
Cons
Limited Customization
2
Limited Functionality
2
Difficult Learning
1
Inaccurate Recognition
1
Lack of Customization
1
Seller Details
Seller
CVEDIA
Year Founded
2016
HQ Location
London, GB
LinkedIn® Page
www.linkedin.com
18 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DataGen is creating Simulated Data solutions that are scalable, bias-free, and automatically annotated. We use hyper-photorealistic imagery and algorithms to generate high variance datasets that refle

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 50% Enterprise
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DataGen
    Year Founded
    2018
    HQ Location
    Tel Aviv, IL
    LinkedIn® Page
    www.linkedin.com
    149 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DataGen is creating Simulated Data solutions that are scalable, bias-free, and automatically annotated. We use hyper-photorealistic imagery and algorithms to generate high variance datasets that refle

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 50% Enterprise
Seller Details
Seller
DataGen
Year Founded
2018
HQ Location
Tel Aviv, IL
LinkedIn® Page
www.linkedin.com
149 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    To enable better computer vision development, LexSet has created TDaaS (Training Data as a Service), using 3D content to create photo-realistic synthetic data to train Vision AI models. The approach a

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    LexSet
    Year Founded
    2017
    HQ Location
    Brooklyn , US
    LinkedIn® Page
    www.linkedin.com
    16 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

To enable better computer vision development, LexSet has created TDaaS (Training Data as a Service), using 3D content to create photo-realistic synthetic data to train Vision AI models. The approach a

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
LexSet
Year Founded
2017
HQ Location
Brooklyn , US
LinkedIn® Page
www.linkedin.com
16 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Apply Synthesized Scientific Data Kit (SDK) to bootstrap data where the density of data is low, automatically rebalance data to improve model performance, and anonymize data for repurposing. Improved

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Synthesized SDK Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Engineering
    1
    Data Management
    1
    Data Quality
    1
    Data Syncing
    1
    Cons
    Navigation Issues
    1
    Poor Navigation
    1
    Poor User Experience
    1
    UX Improvement
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2020
    HQ Location
    London, GB
    Twitter
    @Synthesizedio
    3,119 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    40 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Apply Synthesized Scientific Data Kit (SDK) to bootstrap data where the density of data is low, automatically rebalance data to improve model performance, and anonymize data for repurposing. Improved

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Synthesized SDK Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Engineering
1
Data Management
1
Data Quality
1
Data Syncing
1
Cons
Navigation Issues
1
Poor Navigation
1
Poor User Experience
1
UX Improvement
1
Seller Details
Year Founded
2020
HQ Location
London, GB
Twitter
@Synthesizedio
3,119 Twitter followers
LinkedIn® Page
www.linkedin.com
40 employees on LinkedIn®