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Best Generative AI Infrastructure Software for Small Business

Blue Bowen
BB
Researched and written by Blue Bowen

Products classified in the overall Generative AI Infrastructure category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business Generative AI Infrastructure to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business Generative AI Infrastructure category.

In addition to qualifying for inclusion in the Generative AI Infrastructure Software category, to qualify for inclusion in the Small Business Generative AI Infrastructure Software category, a product must have at least 10 reviews left by a reviewer from a small business.

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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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11 Listings in Small Business Generative AI Infrastructure Available

(592)4.3 out of 5
1st Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Vertex AI
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Entry Level Price:Pay As You Go
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, a

    Users
    • Software Engineer
    • Data Scientist
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 41% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Vertex 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
    182
    Model Variety
    132
    Features
    127
    Machine Learning
    125
    Integrations
    100
    Cons
    Expensive
    81
    Learning Curve
    58
    Complexity
    56
    Complexity Issues
    52
    Steep Learning Curve
    39
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,508,752 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,307 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, a

Users
  • Software Engineer
  • Data Scientist
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 41% Small-Business
  • 33% Enterprise
Vertex 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
182
Model Variety
132
Features
127
Machine Learning
125
Integrations
100
Cons
Expensive
81
Learning Curve
58
Complexity
56
Complexity Issues
52
Steep Learning Curve
39
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,508,752 Twitter followers
LinkedIn® Page
www.linkedin.com
325,307 employees on LinkedIn®
(43)4.5 out of 5
3rd Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Google Cloud AI Infrastructure
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AI Infrastructure Scalable, high performance, and cost effective infrastructure for every AI workload. AI Accelerators for every use case from high performance training to low-cost inference Scale f

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 47% Small-Business
    • 40% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Cloud AI Infrastructure 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
    Scalability
    17
    Ease of Use
    15
    Integrations
    9
    Cloud Services
    7
    Computing Power
    7
    Cons
    Expensive
    13
    Complexity Issues
    8
    Learning Curve
    7
    Poor Documentation
    6
    Poor UI
    4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,508,752 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,307 employees on LinkedIn®
    Ownership
    NASDAQ:GOOG
Product Description
How are these determined?Information
This description is provided by the seller.

AI Infrastructure Scalable, high performance, and cost effective infrastructure for every AI workload. AI Accelerators for every use case from high performance training to low-cost inference Scale f

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 47% Small-Business
  • 40% Mid-Market
Google Cloud AI Infrastructure 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
Scalability
17
Ease of Use
15
Integrations
9
Cloud Services
7
Computing Power
7
Cons
Expensive
13
Complexity Issues
8
Learning Curve
7
Poor Documentation
6
Poor UI
4
Seller Details
Seller
Google
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,508,752 Twitter followers
LinkedIn® Page
www.linkedin.com
325,307 employees on LinkedIn®
Ownership
NASDAQ:GOOG

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

    AI models are only as good as the data they are trained on. That’s why Wirestock works with a global community of contributors to produce vetted multimodal data including image, video, design, music a

    Users
    No information available
    Industries
    • Photography
    Market Segment
    • 72% Small-Business
    • 6% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Wirestock 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
    Customer Support
    7
    Ease of Use
    7
    Efficiency
    6
    Collaboration
    4
    Setup Ease
    4
    Cons
    Limited Hours
    1
    Limited Storage
    1
    Poor UI
    1
    Resource Limitations
    1
    Slow Performance
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Wirestock
    Year Founded
    2019
    HQ Location
    San Jose, US
    LinkedIn® Page
    www.linkedin.com
    339 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

AI models are only as good as the data they are trained on. That’s why Wirestock works with a global community of contributors to produce vetted multimodal data including image, video, design, music a

Users
No information available
Industries
  • Photography
Market Segment
  • 72% Small-Business
  • 6% Mid-Market
Wirestock 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
Customer Support
7
Ease of Use
7
Efficiency
6
Collaboration
4
Setup Ease
4
Cons
Limited Hours
1
Limited Storage
1
Poor UI
1
Resource Limitations
1
Slow Performance
1
Seller Details
Seller
Wirestock
Year Founded
2019
HQ Location
San Jose, US
LinkedIn® Page
www.linkedin.com
339 employees on LinkedIn®
(440)4.5 out of 5
Optimized for quick response
6th Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Botpress
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Botpress is a leading AI platform built for creating and deploying autonomous AI agents at scale. Headquartered in Montreal and trusted by teams in over 190 countries, Botpress gives organizations the

    Users
    • CEO
    • Founder
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 76% Small-Business
    • 15% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Botpress is a platform used to assist with sales by providing information to potential leads, allowing users to build chatbots, and integrating with other software.
    • Reviewers like the user-friendly interface, the ability to create workflows, and the supportive roles of the intern and software developer.
    • Users mentioned challenges with the initial setup, complexities in certain areas, and difficulties with customer support response times.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Botpress 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
    187
    Features
    116
    Integrations
    108
    Easy Integrations
    101
    Intuitive
    93
    Cons
    Learning Curve
    84
    Limited Features
    46
    Missing Features
    46
    Steep Learning Curve
    42
    Poor Documentation
    35
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Botpress
    Company Website
    Year Founded
    2017
    HQ Location
    Quebec, QC
    Twitter
    @getbotpress
    2,636 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    90 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Botpress is a leading AI platform built for creating and deploying autonomous AI agents at scale. Headquartered in Montreal and trusted by teams in over 190 countries, Botpress gives organizations the

Users
  • CEO
  • Founder
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 76% Small-Business
  • 15% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Botpress is a platform used to assist with sales by providing information to potential leads, allowing users to build chatbots, and integrating with other software.
  • Reviewers like the user-friendly interface, the ability to create workflows, and the supportive roles of the intern and software developer.
  • Users mentioned challenges with the initial setup, complexities in certain areas, and difficulties with customer support response times.
Botpress 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
187
Features
116
Integrations
108
Easy Integrations
101
Intuitive
93
Cons
Learning Curve
84
Limited Features
46
Missing Features
46
Steep Learning Curve
42
Poor Documentation
35
Seller Details
Seller
Botpress
Company Website
Year Founded
2017
HQ Location
Quebec, QC
Twitter
@getbotpress
2,636 Twitter followers
LinkedIn® Page
www.linkedin.com
90 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Saturn Cloud is a portable AI platform that installs securely in any cloud account. Access the best GPUs with no Kubernetes configuration or DevOps, enable AI/ML teams to develop, deploy, and manage M

    Users
    • Data Scientist
    • Student
    Industries
    • Computer Software
    • Higher Education
    Market Segment
    • 82% Small-Business
    • 12% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Saturn Cloud 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
    45
    Setup Ease
    26
    GPU Performance
    21
    Free Services
    16
    User Interface
    16
    Cons
    Expensive
    8
    Limited Hours
    8
    Missing Features
    8
    Limited Storage
    5
    Complexity Issues
    4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    New York, US
    Twitter
    @saturn_cloud
    3,260 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    34 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Saturn Cloud is a portable AI platform that installs securely in any cloud account. Access the best GPUs with no Kubernetes configuration or DevOps, enable AI/ML teams to develop, deploy, and manage M

Users
  • Data Scientist
  • Student
Industries
  • Computer Software
  • Higher Education
Market Segment
  • 82% Small-Business
  • 12% Mid-Market
Saturn Cloud 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
45
Setup Ease
26
GPU Performance
21
Free Services
16
User Interface
16
Cons
Expensive
8
Limited Hours
8
Missing Features
8
Limited Storage
5
Complexity Issues
4
Seller Details
Year Founded
2018
HQ Location
New York, US
Twitter
@saturn_cloud
3,260 Twitter followers
LinkedIn® Page
www.linkedin.com
34 employees on LinkedIn®
(108)4.6 out of 5
Optimized for quick response
2nd Easiest To Use in Generative AI Infrastructure software
View top Consulting Services for Voiceflow
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Voiceflow is a AI agent platform that empowers product teams at mid-market and enterprise companies to design, deploy, and scale AI agents across chat and voice channels. Trusted by teams at StubHub,

    Users
    • Founder
    • CEO
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Small-Business
    • 16% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Voiceflow 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
    88
    Features
    65
    Easy Integrations
    45
    Customer Support
    41
    Integrations
    40
    Cons
    Missing Features
    25
    Usage Limitations
    24
    Limited Features
    21
    Integration Issues
    20
    Complexity
    17
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Voiceflow
    Company Website
    Year Founded
    2019
    HQ Location
    San Francisco, CA
    Twitter
    @VoiceflowHQ
    7,066 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    79 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Voiceflow is a AI agent platform that empowers product teams at mid-market and enterprise companies to design, deploy, and scale AI agents across chat and voice channels. Trusted by teams at StubHub,

Users
  • Founder
  • CEO
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Small-Business
  • 16% Mid-Market
Voiceflow 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
88
Features
65
Easy Integrations
45
Customer Support
41
Integrations
40
Cons
Missing Features
25
Usage Limitations
24
Limited Features
21
Integration Issues
20
Complexity
17
Seller Details
Seller
Voiceflow
Company Website
Year Founded
2019
HQ Location
San Francisco, CA
Twitter
@VoiceflowHQ
7,066 Twitter followers
LinkedIn® Page
www.linkedin.com
79 employees on LinkedIn®
(36)4.7 out of 5
View top Consulting Services for Langchain
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    A framework for developing applications powered by language models, emphasizing data-awareness and environmental interaction.

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 42% Small-Business
    • 36% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Langchain 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
    15
    Features
    13
    Easy Integrations
    12
    Integrations
    7
    Documentation
    5
    Cons
    Complexity Issues
    9
    Learning Curve
    9
    Poor Documentation
    6
    Error Handling
    4
    Software Instability
    4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Langchain
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    148 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

A framework for developing applications powered by language models, emphasizing data-awareness and environmental interaction.

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 42% Small-Business
  • 36% Enterprise
Langchain 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
15
Features
13
Easy Integrations
12
Integrations
7
Documentation
5
Cons
Complexity Issues
9
Learning Curve
9
Poor Documentation
6
Error Handling
4
Software Instability
4
Seller Details
Seller
Langchain
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
148 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Carbon is the fastest way to connect external data to LLMs, no matter the source. Our universal retrieval engine allows Large Language Models (LLMs) to search for relevant content across multimedia f

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 97% Small-Business
    • 3% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Carbon 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
    4
    Integrations
    3
    Customer Support
    2
    Data Analytics
    2
    Implementation Ease
    2
    Cons
    Poor Documentation
    4
    Expensive
    3
    Complexity
    2
    Complexity Issues
    2
    Difficult Setup
    2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Carbon
    HQ Location
    Seattle, US
    Twitter
    @carbon__ai
    815 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.

Carbon is the fastest way to connect external data to LLMs, no matter the source. Our universal retrieval engine allows Large Language Models (LLMs) to search for relevant content across multimedia f

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 97% Small-Business
  • 3% Mid-Market
Carbon 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
4
Integrations
3
Customer Support
2
Data Analytics
2
Implementation Ease
2
Cons
Poor Documentation
4
Expensive
3
Complexity
2
Complexity Issues
2
Difficult Setup
2
Seller Details
Seller
Carbon
HQ Location
Seattle, US
Twitter
@carbon__ai
815 Twitter followers
LinkedIn® Page
www.linkedin.com
3 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 62% Small-Business
    • 26% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Clarifai 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
    Features
    13
    Model Variety
    11
    AI Technology
    9
    Ease of Use
    9
    User Interface
    9
    Cons
    Expensive
    8
    Complexity
    4
    Poor UI Design
    4
    UX Improvement
    4
    Difficult Learning
    3
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Clarifai
    Year Founded
    2013
    HQ Location
    Wilmington, Delaware
    Twitter
    @clarifai
    10,841 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    94 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow o

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 62% Small-Business
  • 26% Mid-Market
Clarifai 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
Features
13
Model Variety
11
AI Technology
9
Ease of Use
9
User Interface
9
Cons
Expensive
8
Complexity
4
Poor UI Design
4
UX Improvement
4
Difficult Learning
3
Seller Details
Seller
Clarifai
Year Founded
2013
HQ Location
Wilmington, Delaware
Twitter
@clarifai
10,841 Twitter followers
LinkedIn® Page
www.linkedin.com
94 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Enterprise ready AI platform to build AI Agents, workflows and applications with your data. Single platform to simplify and automate your workflows.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 77% Small-Business
    • 15% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Promptly 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
    9
    Efficiency
    5
    Features
    5
    Integrations
    4
    Customer Support
    3
    Cons
    Poor Documentation
    3
    Accuracy Issues
    2
    Learning Curve
    2
    Limited Customization
    2
    Missing Features
    2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2023
    HQ Location
    Milpitas, CA
    Twitter
    @trypromptly
    351 Twitter followers
    LinkedIn® Page
    linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Enterprise ready AI platform to build AI Agents, workflows and applications with your data. Single platform to simplify and automate your workflows.

Users
No information available
Industries
No information available
Market Segment
  • 77% Small-Business
  • 15% Enterprise
Promptly 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
9
Efficiency
5
Features
5
Integrations
4
Customer Support
3
Cons
Poor Documentation
3
Accuracy Issues
2
Learning Curve
2
Limited Customization
2
Missing Features
2
Seller Details
Year Founded
2023
HQ Location
Milpitas, CA
Twitter
@trypromptly
351 Twitter followers
LinkedIn® Page
linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Altair AI Studio (formerly RapidMiner Studio) is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an o

    Users
    • Student
    • Data Scientist
    Industries
    • Higher Education
    • Education Management
    Market Segment
    • 43% Small-Business
    • 30% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Altair AI Studio is a software with a no-code, drag and drop interface that enables data connectivity and advanced machine learning for data analytics and decision making.
    • Users frequently mention the ease of use, the ability to connect to data sources directly, the advanced machine learning capabilities, and the drag and drop feature for creating reports.
    • Reviewers mentioned slower performance when handling large datasets, occasional UI bugs, complex integration with certain legacy systems, and complications when contacting support.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Altair AI Studio 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
    8
    AI Integration
    5
    AI Technology
    5
    Machine Learning
    5
    User Interface
    5
    Cons
    Complexity
    2
    Large Dataset Handling
    2
    Slow Performance
    2
    Access Control
    1
    Accuracy Issues
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Altair
    Year Founded
    1985
    HQ Location
    Troy, MI
    Twitter
    @Altair_Inc
    7,237 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,078 employees on LinkedIn®
    Ownership
    NASDAQ:ALTR
Product Description
How are these determined?Information
This description is provided by the seller.

Altair AI Studio (formerly RapidMiner Studio) is a data science tool that anyone can use to design and prototype highly explainable AI and machine learning models that help build trust throughout an o

Users
  • Student
  • Data Scientist
Industries
  • Higher Education
  • Education Management
Market Segment
  • 43% Small-Business
  • 30% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Altair AI Studio is a software with a no-code, drag and drop interface that enables data connectivity and advanced machine learning for data analytics and decision making.
  • Users frequently mention the ease of use, the ability to connect to data sources directly, the advanced machine learning capabilities, and the drag and drop feature for creating reports.
  • Reviewers mentioned slower performance when handling large datasets, occasional UI bugs, complex integration with certain legacy systems, and complications when contacting support.
Altair AI Studio 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
8
AI Integration
5
AI Technology
5
Machine Learning
5
User Interface
5
Cons
Complexity
2
Large Dataset Handling
2
Slow Performance
2
Access Control
1
Accuracy Issues
1
Seller Details
Seller
Altair
Year Founded
1985
HQ Location
Troy, MI
Twitter
@Altair_Inc
7,237 Twitter followers
LinkedIn® Page
www.linkedin.com
4,078 employees on LinkedIn®
Ownership
NASDAQ:ALTR