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Best Emerging AI Software - Page 78

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

Best Free Software:
Algolia
Algolia

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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6000 Listings in Emerging AI Software Available
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CatalyzeX
0 ratings
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    CatalyzeX
    HQ Location
    San Francisco, US
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
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CatalyzeX
HQ Location
San Francisco, US
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
Categoraize
0 ratings
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    Categoraize.io
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Categoraize.io
HQ Location
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LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®

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

    Causa is a UK-based startup specializing in causal AI, focusing on understanding and modeling cause-and-effect relationships within data. Their flagship product, CausaDB, is a cloud-native platform de

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    Causa
    Year Founded
    2023
    HQ Location
    York, GB
    LinkedIn® Page
    www.linkedin.com
    4 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Causa is a UK-based startup specializing in causal AI, focusing on understanding and modeling cause-and-effect relationships within data. Their flagship product, CausaDB, is a cloud-native platform 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
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No information available
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Seller
Causa
Year Founded
2023
HQ Location
York, GB
LinkedIn® Page
www.linkedin.com
4 employees on LinkedIn®
Cavela
0 ratings
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    Cavela
    HQ Location
    San Francisco, US
    LinkedIn® Page
    www.linkedin.com
    8 employees on LinkedIn®
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Cavela
HQ Location
San Francisco, US
LinkedIn® Page
www.linkedin.com
8 employees on LinkedIn®
Cayodis
0 ratings
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    Cayodis
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Cayodis
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
Cc.dev
0 ratings
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    Cc.dev
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Cc.dev
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
CData Connect AI
(25)4.6 out of 5
Optimized for quick response
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Entry Level Price:Starting at $79.00
  • Overview
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    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    CData Connect AI is the first managed Model Context Protocol (MCP) platform that enables enterprises to safely connect AI assistants, agents, and automation workflows to live data across 300+ business

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 52% Mid-Market
    • 28% Small-Business
  • Pros and Cons
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    • CData Connect 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
    Connectors
    3
    User Interface
    3
    Ease of Use
    2
    Easy Integrations
    2
    Automation
    1
    Cons
    Poor Customer Support
    2
    Learning Curve
    1
    Performance Issues
    1
    Poor Performance
    1
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    Seller
    CData
    Company Website
    Year Founded
    2014
    HQ Location
    Chapel Hill, NC
    Twitter
    @cdatasoftware
    2,003 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    470 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

CData Connect AI is the first managed Model Context Protocol (MCP) platform that enables enterprises to safely connect AI assistants, agents, and automation workflows to live data across 300+ business

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 52% Mid-Market
  • 28% Small-Business
CData Connect 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
Connectors
3
User Interface
3
Ease of Use
2
Easy Integrations
2
Automation
1
Cons
Poor Customer Support
2
Learning Curve
1
Performance Issues
1
Poor Performance
1
View All Pros and Cons
Seller Details
Seller
CData
Company Website
Year Founded
2014
HQ Location
Chapel Hill, NC
Twitter
@cdatasoftware
2,003 Twitter followers
LinkedIn® Page
www.linkedin.com
470 employees on LinkedIn®
Cebofo - Payment & Money Transfer Fee Calculator
0 ratings
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    Cebofo - Payment & Money Transfer Fee Calculator
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Cebofo - Payment & Money Transfer Fee Calculator
HQ Location
N/A
LinkedIn® Page
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1 employees on LinkedIn®
Cekura (YC F24)
0 ratings
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    Cekura (YC F24)
    Year Founded
    2024
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    2 employees on LinkedIn®
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.
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Cekura (YC F24)
Year Founded
2024
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
2 employees on LinkedIn®
Celaro
0 ratings
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    Celaro
    Year Founded
    2021
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    2 employees on LinkedIn®
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Celaro
Year Founded
2021
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
2 employees on LinkedIn®
Celestial AI
0 ratings
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    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Celestial AI's Photonic Fabric™ is an innovative optical interconnect technology designed to revolutionize AI data center infrastructure. By utilizing light for data movement, it overcomes the limitat

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    Celestial AI
    Year Founded
    2020
    HQ Location
    Santa Clara, California, United States
    LinkedIn® Page
    www.linkedin.com
    139 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Celestial AI's Photonic Fabric™ is an innovative optical interconnect technology designed to revolutionize AI data center infrastructure. By utilizing light for data movement, it overcomes the limitat

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
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No information available
Seller Details
Seller
Celestial AI
Year Founded
2020
HQ Location
Santa Clara, California, United States
LinkedIn® Page
www.linkedin.com
139 employees on LinkedIn®
CelestialPDF
0 ratings
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    CelestialPDF
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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CelestialPDF
HQ Location
N/A
LinkedIn® Page
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1 employees on LinkedIn®
Cemoh
0 ratings
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    Cemoh
    Year Founded
    2020
    HQ Location
    Brisbane, AU
    LinkedIn® Page
    www.linkedin.com
    16 employees on LinkedIn®
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Cemoh
Year Founded
2020
HQ Location
Brisbane, AU
LinkedIn® Page
www.linkedin.com
16 employees on LinkedIn®
Censys
0 ratings
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    Censys GPT Beta
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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Censys GPT Beta
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
Centauri AI
0 ratings
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    No information available
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    Centauri AI
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
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.
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Seller
Centauri AI
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
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