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Best MLOps Platforms with Model Risk Capabilities

Below are the top-rated MLOps Platforms with Model Risk capabilities, as verified by G2’s Research team. Real users have identified Model Risk as an important function of MLOps Platforms. 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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10 Listings in MLOps Platforms Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Cortex Certifai generates the first-ever composite trust score, the AI Trust Index, that measures data and model risks related to Performance, Data Quality, Robustness, Explainability, Fairness, and C

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 60% Small-Business
    • 20% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Cortex Certifai features and usability ratings that predict user satisfaction
    10.0
    Ease of Use
    Average: 8.8
    9.2
    Scalability
    Average: 8.9
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2013
    HQ Location
    Austin, US
    Twitter
    @CognitiveScale
    3,859 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    30 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Cortex Certifai generates the first-ever composite trust score, the AI Trust Index, that measures data and model risks related to Performance, Data Quality, Robustness, Explainability, Fairness, and C

Users
No information available
Industries
No information available
Market Segment
  • 60% Small-Business
  • 20% Enterprise
Cortex Certifai features and usability ratings that predict user satisfaction
10.0
Ease of Use
Average: 8.8
9.2
Scalability
Average: 8.9
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2013
HQ Location
Austin, US
Twitter
@CognitiveScale
3,859 Twitter followers
LinkedIn® Page
www.linkedin.com
30 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datatron provides an enterprise-grade, cloud-native and on-prem Reliable AI™ platform that enables businesses with a large and diverse data science organization, including retailers, financial institu

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Enterprise
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Datatron 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 Management
    1
    Cons
    Performance Issues
    1
    Slow Performance
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Datatron features and usability ratings that predict user satisfaction
    9.4
    Ease of Use
    Average: 8.8
    8.9
    Scalability
    Average: 8.9
    8.3
    Metrics
    Average: 8.7
    8.3
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2016
    HQ Location
    San Francisco, US
    Twitter
    @datatron
    159 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Datatron provides an enterprise-grade, cloud-native and on-prem Reliable AI™ platform that enables businesses with a large and diverse data science organization, including retailers, financial institu

Users
No information available
Industries
No information available
Market Segment
  • 67% Enterprise
  • 33% Mid-Market
Datatron 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 Management
1
Cons
Performance Issues
1
Slow Performance
1
Datatron features and usability ratings that predict user satisfaction
9.4
Ease of Use
Average: 8.8
8.9
Scalability
Average: 8.9
8.3
Metrics
Average: 8.7
8.3
Framework Flexibility
Average: 8.7
Seller Details
Year Founded
2016
HQ Location
San Francisco, US
Twitter
@datatron
159 Twitter followers
LinkedIn® Page
www.linkedin.com
10 employees on LinkedIn®

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

    Arthur is the AI performance company. We help data scientists, product owners, and business leaders accelerate tabular, NLP and computer vision model operations to optimize for accuracy, explainabi

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 50% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Arthur features and usability ratings that predict user satisfaction
    10.0
    Ease of Use
    Average: 8.8
    10.0
    Scalability
    Average: 8.9
    10.0
    Metrics
    Average: 8.7
    10.0
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Arthur
    Year Founded
    2018
    HQ Location
    New York, US
    Twitter
    @itsArthurAI
    2,177 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    42 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Arthur is the AI performance company. We help data scientists, product owners, and business leaders accelerate tabular, NLP and computer vision model operations to optimize for accuracy, explainabi

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 50% Small-Business
Arthur features and usability ratings that predict user satisfaction
10.0
Ease of Use
Average: 8.8
10.0
Scalability
Average: 8.9
10.0
Metrics
Average: 8.7
10.0
Framework Flexibility
Average: 8.7
Seller Details
Seller
Arthur
Year Founded
2018
HQ Location
New York, US
Twitter
@itsArthurAI
2,177 Twitter followers
LinkedIn® Page
www.linkedin.com
42 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Imandra is a cloud-native automated reasoning engine for analysis of algorithms bringing unprecedented rigor and automation to algorithm design and governance.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Imandra features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Imandra
    Year Founded
    2014
    HQ Location
    Austin, US
    Twitter
    @VerifiedbyAI
    533 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    23 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Imandra is a cloud-native automated reasoning engine for analysis of algorithms bringing unprecedented rigor and automation to algorithm design and governance.

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Imandra features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Imandra
Year Founded
2014
HQ Location
Austin, US
Twitter
@VerifiedbyAI
533 Twitter followers
LinkedIn® Page
www.linkedin.com
23 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ParallelM's MCenter helps Data Scientists deploy, manage and govern ML models in production. Just import your existing model from your favorite notebook and then create data connections or a REST endp

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ParallelM MLOps features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ParallelM
    HQ Location
    Sunnyvale, US
    Twitter
    @ParallelM_AI
    141 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ParallelM's MCenter helps Data Scientists deploy, manage and govern ML models in production. Just import your existing model from your favorite notebook and then create data connections or a REST endp

Users
No information available
Industries
No information available
Market Segment
  • 100% Enterprise
ParallelM MLOps features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
ParallelM
HQ Location
Sunnyvale, US
Twitter
@ParallelM_AI
141 Twitter followers
LinkedIn® Page
www.linkedin.com
3 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Testing AI/ML systems requires domain knowledge. At Payatu, our AI/ML domain experts have orchestrated ways to help you secure your intelligent application against esoteric and potentially severe secu

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Payatu AI/ML Security Audit 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
    1
    Security
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Payatu AI/ML Security Audit features and usability ratings that predict user satisfaction
    8.3
    Ease of Use
    Average: 8.8
    8.3
    Scalability
    Average: 8.9
    8.3
    Metrics
    Average: 8.7
    8.3
    Framework Flexibility
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Payatu
    Year Founded
    2011
    HQ Location
    Pune, IN
    LinkedIn® Page
    www.linkedin.com
    135 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Testing AI/ML systems requires domain knowledge. At Payatu, our AI/ML domain experts have orchestrated ways to help you secure your intelligent application against esoteric and potentially severe secu

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Payatu AI/ML Security Audit 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
1
Security
1
Cons
This product has not yet received any negative sentiments.
Payatu AI/ML Security Audit features and usability ratings that predict user satisfaction
8.3
Ease of Use
Average: 8.8
8.3
Scalability
Average: 8.9
8.3
Metrics
Average: 8.7
8.3
Framework Flexibility
Average: 8.7
Seller Details
Seller
Payatu
Year Founded
2011
HQ Location
Pune, IN
LinkedIn® Page
www.linkedin.com
135 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Widget Brain is the leading provider of AI services for workforce management in the fields of retail, hospitality and industry. Widget Brain's word-class algorithms and endless scalability deliver the

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Widget Brain features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2005
    HQ Location
    Stockholm, Stockholm County, Sweden
    LinkedIn® Page
    linkedin.com
    301 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Widget Brain is the leading provider of AI services for workforce management in the fields of retail, hospitality and industry. Widget Brain's word-class algorithms and endless scalability deliver the

Users
No information available
Industries
No information available
Market Segment
  • 100% Enterprise
Widget Brain features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2005
HQ Location
Stockholm, Stockholm County, Sweden
LinkedIn® Page
linkedin.com
301 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Dark Pool's leadership and expertise in automated machine learning is helping industries and markets around the world effectively meet industry requirements while simultaneously delivering high value

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Dark Pools features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2020
    HQ Location
    Johannesburg, ZA
    LinkedIn® Page
    www.linkedin.com
    11 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Dark Pool's leadership and expertise in automated machine learning is helping industries and markets around the world effectively meet industry requirements while simultaneously delivering high value

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Dark Pools features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2020
HQ Location
Johannesburg, ZA
LinkedIn® Page
www.linkedin.com
11 employees on LinkedIn®
0 ratings
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Our software platform gives every team the ability to validate, monitor, and secure their AI. CalypsoAI’s Vespr is an integrated model accreditation and model risk management system (MRM) used to de

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Vespr features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Nasdaq
    Year Founded
    1971
    HQ Location
    New York
    Twitter
    @Nasdaq
    168,060 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    8,214 employees on LinkedIn®
    Ownership
    NASDAQ: NDAQ
Product Description
How are these determined?Information
This description is provided by the seller.

Our software platform gives every team the ability to validate, monitor, and secure their AI. CalypsoAI’s Vespr is an integrated model accreditation and model risk management system (MRM) used to de

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Vespr features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Nasdaq
Year Founded
1971
HQ Location
New York
Twitter
@Nasdaq
168,060 Twitter followers
LinkedIn® Page
www.linkedin.com
8,214 employees on LinkedIn®
Ownership
NASDAQ: NDAQ
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Chiron App is an award-winning data science platform and a model validation tool specifically designed to equip model risk managers, data scientists, and model validators with an AI-driven tool that h

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Yields for Performance features and usability ratings that predict user satisfaction
    10.0
    Ease of Use
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Yields.io
    Year Founded
    2017
    HQ Location
    Ghent, BE
    LinkedIn® Page
    www.linkedin.com
    45 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Chiron App is an award-winning data science platform and a model validation tool specifically designed to equip model risk managers, data scientists, and model validators with an AI-driven tool that h

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Yields for Performance features and usability ratings that predict user satisfaction
10.0
Ease of Use
Average: 8.8
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Yields.io
Year Founded
2017
HQ Location
Ghent, BE
LinkedIn® Page
www.linkedin.com
45 employees on LinkedIn®