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Best Emerging AI Software - Page 34

Blue Bowen
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Researched and written by Blue Bowen

Emerging AI software represents innovative, AI-first solutions that extend beyond traditional AI classifications and existing G2 categories. These products leverage advanced generative AI, agentic AI capabilities, machine learning (ML), deep learning, and related technologies to address novel challenges and create unique user experiences.

Emerging AI software is widely applied across industries and drives digital transformation through real-time data analytics, predictive modeling, and automated decision-making. These tools often integrate with technologies like conversational intelligence software, natural language processing (NLP) software, and computer vision to enhance their impact.

To qualify for inclusion in the Emerging AI category, a product must:

Be built on AI-first principles, with ML or deep learning at its core
Offer innovative functionalities or applications that go beyond existing AI categories
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Best Emerging AI Software At A Glance

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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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  • Overview
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    Industries
    No information available
    Market Segment
    No information available
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  • Seller Details
    Seller
    Alpaca
    Year Founded
    2015
    HQ Location
    San Mateo, California, United States
    LinkedIn® Page
    www.linkedin.com
    312 employees on LinkedIn®
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Industries
No information available
Market Segment
No information available
Seller Details
Seller
Alpaca
Year Founded
2015
HQ Location
San Mateo, California, United States
LinkedIn® Page
www.linkedin.com
312 employees on LinkedIn®
  • Overview
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    No information available
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    Seller
    Alpha Ai
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Industries
No information available
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Seller Details
Seller
Alpha Ai
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®

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  • Overview
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    Seller
    AlphaBake
    Year Founded
    2016
    HQ Location
    Bengaluru, IN
    LinkedIn® Page
    www.linkedin.com
    14 employees on LinkedIn®
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Industries
No information available
Market Segment
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Seller Details
Seller
AlphaBake
Year Founded
2016
HQ Location
Bengaluru, IN
LinkedIn® Page
www.linkedin.com
14 employees on LinkedIn®
  • Overview
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    Year Founded
    2024
    HQ Location
    Rio de Janeiro, BR
    LinkedIn® Page
    www.linkedin.com
    2 employees on LinkedIn®
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Seller Details
Year Founded
2024
HQ Location
Rio de Janeiro, BR
LinkedIn® Page
www.linkedin.com
2 employees on LinkedIn®
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    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
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    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Industries
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HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
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    Seller
    Alphanso
    Year Founded
    2021
    HQ Location
    San Francisco, US
    LinkedIn® Page
    www.linkedin.com
    12 employees on LinkedIn®
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Industries
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Seller
Alphanso
Year Founded
2021
HQ Location
San Francisco, US
LinkedIn® Page
www.linkedin.com
12 employees on LinkedIn®
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    Seller
    AlphaXiv
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    11 employees on LinkedIn®
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Seller
AlphaXiv
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
11 employees on LinkedIn®
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    Alphazria
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Seller
Alphazria
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
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    ALTAR
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Seller
ALTAR
HQ Location
N/A
LinkedIn® Page
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1 employees on LinkedIn®
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    Altavize
    Year Founded
    2025
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Seller
Altavize
Year Founded
2025
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
0 ratings
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    Alterme
    HQ Location
    Lehi, US
    LinkedIn® Page
    www.linkedin.com
    97 employees on LinkedIn®
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Alterme
HQ Location
Lehi, US
LinkedIn® Page
www.linkedin.com
97 employees on LinkedIn®
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    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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1 employees on LinkedIn®
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    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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LinkedIn® Page
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1 employees on LinkedIn®
(666)4.6 out of 5
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Entry Level Price:$3,000.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 63% Enterprise
    • 22% 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.
    • Alteryx is a software that allows users to prepare, blend, and analyze data without writing code, featuring a drag-and-drop interface and automation capabilities.
    • Reviewers like the ease of use, the ability to handle large databases, the drag-and-drop workflow builder, and the ability to connect multiple data sources and automate tasks.
    • Users mentioned high licensing costs, limited data visualization capabilities, a steep learning curve for advanced tools, and performance issues with large datasets.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Alteryx 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
    324
    Automation
    140
    Intuitive
    130
    Easy Learning
    101
    Problem Solving
    101
    Cons
    Expensive
    86
    Learning Curve
    80
    Missing Features
    61
    Learning Difficulty
    54
    Slow Performance
    40
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,367 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 63% Enterprise
  • 22% 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.
  • Alteryx is a software that allows users to prepare, blend, and analyze data without writing code, featuring a drag-and-drop interface and automation capabilities.
  • Reviewers like the ease of use, the ability to handle large databases, the drag-and-drop workflow builder, and the ability to connect multiple data sources and automate tasks.
  • Users mentioned high licensing costs, limited data visualization capabilities, a steep learning curve for advanced tools, and performance issues with large datasets.
Alteryx 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
324
Automation
140
Intuitive
130
Easy Learning
101
Problem Solving
101
Cons
Expensive
86
Learning Curve
80
Missing Features
61
Learning Difficulty
54
Slow Performance
40
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,367 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®