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Best Emerging AI Software - Page 3

Bijou Barry
BB
Researched and written by Bijou Barry

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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Featured Emerging AI Software At A Glance

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6000 Listings in Emerging AI Software Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Incerto is your AI-native copilot that understands your database and helps you do tasks faster using natural language, with the help of multiple AI agents. It runs an advance context engine under t

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    Bengaluru, Karanataka, India
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
    Phone
    9591653409
Product Description
How are these determined?Information
This description is provided by the seller.

Incerto is your AI-native copilot that understands your database and helps you do tasks faster using natural language, with the help of multiple AI agents. It runs an advance context engine under t

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Mid-Market
Seller Details
HQ Location
Bengaluru, Karanataka, India
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
Phone
9591653409
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    inviol is an AI-powered safety monitoring solution that integrates seamlessly with your existing CCTV infrastructure, no new hardware required. By transforming standard security cameras into real-time

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    inviol
    Year Founded
    2021
    HQ Location
    Auckland, NZ
    LinkedIn® Page
    www.linkedin.com
    16 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

inviol is an AI-powered safety monitoring solution that integrates seamlessly with your existing CCTV infrastructure, no new hardware required. By transforming standard security cameras into real-time

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
Seller
inviol
Year Founded
2021
HQ Location
Auckland, NZ
LinkedIn® Page
www.linkedin.com
16 employees on LinkedIn®
G2 Advertising
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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.

    Opper AI is a developer platform for reliable agents. One API to build and deploy powerful AI agents in production. Opper AI replaces fragile prompt chains with a task‑completion API. Describe tasks o

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2023
    HQ Location
    Stockholm, SE
    LinkedIn® Page
    www.linkedin.com
    9 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Opper AI is a developer platform for reliable agents. One API to build and deploy powerful AI agents in production. Opper AI replaces fragile prompt chains with a task‑completion API. Describe tasks o

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Year Founded
2023
HQ Location
Stockholm, SE
LinkedIn® Page
www.linkedin.com
9 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Automate your marketing, calls, and follow-ups in one powerful platform. Simplify your workflow and grow your business with intelligent automation tools designed for efficiency.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2025
    HQ Location
    Dubai, AE
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Automate your marketing, calls, and follow-ups in one powerful platform. Simplify your workflow and grow your business with intelligent automation tools designed for efficiency.

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Mid-Market
Seller Details
Year Founded
2025
HQ Location
Dubai, AE
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Replenit is the AI decision and action engine behind your retention, acting like an individual AI CRM manager for every single customer you have. Most retailers still rely on static flows and broad

    Users
    No information available
    Industries
    • Retail
    • Cosmetics
    Market Segment
    • 48% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Replenit 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
    18
    Customer Support
    16
    Automation
    13
    Features
    8
    Features Variety
    7
    Cons
    Complex Usability
    2
    Feature Limitations
    2
    Limited Flexibility
    2
    Campaign Management Issues
    1
    Dashboard Issues
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Replenit
    Company Website
    Year Founded
    2025
    HQ Location
    Warszawa,, PL
    LinkedIn® Page
    www.linkedin.com
    23 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Replenit is the AI decision and action engine behind your retention, acting like an individual AI CRM manager for every single customer you have. Most retailers still rely on static flows and broad

Users
No information available
Industries
  • Retail
  • Cosmetics
Market Segment
  • 48% Small-Business
  • 33% Mid-Market
Replenit 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
18
Customer Support
16
Automation
13
Features
8
Features Variety
7
Cons
Complex Usability
2
Feature Limitations
2
Limited Flexibility
2
Campaign Management Issues
1
Dashboard Issues
1
Seller Details
Seller
Replenit
Company Website
Year Founded
2025
HQ Location
Warszawa,, PL
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.

    Agentio simplifies creator-led advertising by making it easy to buy ad reads from top YouTube creators. You can manage your campaigns effortlessly, ensuring you reach your target audience with engagin

    Users
    • Talent Manager
    Industries
    • Marketing and Advertising
    • Entertainment
    Market Segment
    • 61% Small-Business
    • 12% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Agentio 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
    47
    Customer Support
    31
    Efficiency
    28
    Helpful
    28
    Time-saving
    24
    Cons
    Limited Offers
    6
    Creator Issues
    5
    Expensive
    5
    Adjustment Issues
    4
    Campaign Management
    4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Agentio
    Company Website
    Year Founded
    2023
    HQ Location
    Brooklyn, US
    LinkedIn® Page
    www.linkedin.com
    48 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Agentio simplifies creator-led advertising by making it easy to buy ad reads from top YouTube creators. You can manage your campaigns effortlessly, ensuring you reach your target audience with engagin

Users
  • Talent Manager
Industries
  • Marketing and Advertising
  • Entertainment
Market Segment
  • 61% Small-Business
  • 12% Mid-Market
Agentio 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
47
Customer Support
31
Efficiency
28
Helpful
28
Time-saving
24
Cons
Limited Offers
6
Creator Issues
5
Expensive
5
Adjustment Issues
4
Campaign Management
4
Seller Details
Seller
Agentio
Company Website
Year Founded
2023
HQ Location
Brooklyn, US
LinkedIn® Page
www.linkedin.com
48 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Arcade.dev is the industry's first MCP runtime enabling AI to take secure, real-world actions. As the MCP runtime, Arcade is uniquely able to deliver secure agent authorization, high-quality tools, an

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 50% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2024
    HQ Location
    San Francisco, California, United States
    LinkedIn® Page
    www.linkedin.com
    22 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Arcade.dev is the industry's first MCP runtime enabling AI to take secure, real-world actions. As the MCP runtime, Arcade is uniquely able to deliver secure agent authorization, high-quality tools, an

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 50% Small-Business
Seller Details
Year Founded
2024
HQ Location
San Francisco, California, United States
LinkedIn® Page
www.linkedin.com
22 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    arXiv is a free distribution service and an open-access archive for scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics,

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ArxivGPT
    Year Founded
    1991
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    23 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

arXiv is a free distribution service and an open-access archive for scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics,

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
ArxivGPT
Year Founded
1991
HQ Location
New York, US
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.

    Chat2Code transforms your words into components, making coding as easy as having a conversation.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 50% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Chat2Code 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
    2
    Coding Assistance
    1
    Efficiency
    1
    Implementation Ease
    1
    Intuitive
    1
    Cons
    Poor Customer Support
    1
    Poor Integration
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Chat2Code
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Chat2Code transforms your words into components, making coding as easy as having a conversation.

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 50% Mid-Market
Chat2Code 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
2
Coding Assistance
1
Efficiency
1
Implementation Ease
1
Intuitive
1
Cons
Poor Customer Support
1
Poor Integration
1
Seller Details
Seller
Chat2Code
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Efforti is the AI Leadership Assistant that turns invisible effort into visible, aligned, and predictable performance. In today’s chaotic workplace, leaders don’t lack dashboards—they lack clarity, f

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Efforti
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Efforti is the AI Leadership Assistant that turns invisible effort into visible, aligned, and predictable performance. In today’s chaotic workplace, leaders don’t lack dashboards—they lack clarity, f

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
Seller
Efforti
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Inventive is an AI-native platform designed to help enterprise product teams seamlessly integrate conversational AI analysts into their SaaS products. By embedding these AI copilots, companies can enh

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Inventive
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    13 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Inventive is an AI-native platform designed to help enterprise product teams seamlessly integrate conversational AI analysts into their SaaS products. By embedding these AI copilots, companies can enh

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
Seller
Inventive
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
13 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Laburen.com is an intuitive platform designed to create and manage AI Employees—advanced virtual assistants that automate processes across various business functions, including sales, customer support

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 50% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Laburen.com 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
    Efficiency
    1
    Implementation Ease
    1
    Time-Saving
    1
    Useful
    1
    Cons
    This product has not yet received any negative sentiments.
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2024
    HQ Location
    N/A
    LinkedIn® Page
    linkedin.com
    8 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Laburen.com is an intuitive platform designed to create and manage AI Employees—advanced virtual assistants that automate processes across various business functions, including sales, customer support

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 50% Mid-Market
Laburen.com 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
Efficiency
1
Implementation Ease
1
Time-Saving
1
Useful
1
Cons
This product has not yet received any negative sentiments.
Seller Details
Year Founded
2024
HQ Location
N/A
LinkedIn® Page
linkedin.com
8 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Meta AI is an advanced artificial intelligence assistant developed by Meta Platforms, designed to seamlessly integrate into users' daily digital experiences. Built upon Meta's Llama 3.1 model, Meta AI

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2008
    HQ Location
    Menlo Park, CA
    Twitter
    @Meta
    9,928,559 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    144,685 employees on LinkedIn®
    Ownership
    NASDAQ: META
Product Description
How are these determined?Information
This description is provided by the seller.

Meta AI is an advanced artificial intelligence assistant developed by Meta Platforms, designed to seamlessly integrate into users' daily digital experiences. Built upon Meta's Llama 3.1 model, Meta AI

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Year Founded
2008
HQ Location
Menlo Park, CA
Twitter
@Meta
9,928,559 Twitter followers
LinkedIn® Page
www.linkedin.com
144,685 employees on LinkedIn®
Ownership
NASDAQ: META
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ObfusCat generates private code for businesses, protecting your IP and keeping your codebase secure.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • ObfusCat 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
    Easy Integrations
    1
    Helpful
    1
    Useful
    1
    User Interface
    1
    Cons
    Prompt Issues
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ObfusCat
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ObfusCat generates private code for businesses, protecting your IP and keeping your codebase secure.

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
ObfusCat 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
Easy Integrations
1
Helpful
1
Useful
1
User Interface
1
Cons
Prompt Issues
1
Seller Details
Seller
ObfusCat
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SD Elements is an award-winning platform that translates policies to prescriptive, measurable procedures that are used by IT and Engineering teams to achieve their security and compliance objectives.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 50% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SD Elements 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
    Automation
    1
    Ease of Use
    1
    Easy Integrations
    1
    Features
    1
    Investigation Management
    1
    Cons
    Inadequate Security
    1
    Limited Functionality
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2004
    HQ Location
    Toronto, Ontario, Canada
    Twitter
    @securitycompass
    1,224 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    266 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SD Elements is an award-winning platform that translates policies to prescriptive, measurable procedures that are used by IT and Engineering teams to achieve their security and compliance objectives.

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 50% Mid-Market
SD Elements 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
Automation
1
Ease of Use
1
Easy Integrations
1
Features
1
Investigation Management
1
Cons
Inadequate Security
1
Limited Functionality
1
Seller Details
Year Founded
2004
HQ Location
Toronto, Ontario, Canada
Twitter
@securitycompass
1,224 Twitter followers
LinkedIn® Page
www.linkedin.com
266 employees on LinkedIn®