Best Emerging AI Software - Page 2

How Many Emerging AI Software Products Does G2 Track?

Total Products under this Category: 5,899

Category Stats (Nov 2026)

  • Average Rating: 4.66/5 (↑0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: TIFIN (+29.97%) - Among all products in this category, TIFIN recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Emerging AI Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 20,800+ Authentic Reviews
  • 5,899+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

Galleri5 AI Studio

Galleri5 AI Studio is the AI-native production platform behind films, television and advertising being made at Galleri5. The platform powered Mahabharat: Ek Dharmayudh, an AI-native series broadcast on Star Plus and JioHotstar, and is being used to produce Chiranjeevi Hanuman, an AI-native feature film built for theatrical and IMAX-scale exhibition. It also powers our work across feature films, shows and advertising, including productions with filmmakers and studios such as Hansal Mehta, Karan Malhotra, Jio Studios, Abundantia and Collective Studios, and commercial content for brands. Unlike prompt-based AI video tools, Galleri5 AI Studio manages the complete production pipeline: screenplay and storyboards, character and world creation, shot planning, image and video generation, multi-model orchestration, agentic workflows, consistency, lip-sync, AI-to-3D/VFX workflows, upscaling, QC and final delivery. Built from the requirements of real productions, Galleri5 AI Studio enables filmmakers, studios, agencies and brands to use frontier AI models through one production system designed for cinema and advertising workflows, not individual generations. Explore Galleri5 AI Studio: https://aistudio.galleri5.com/

Average Rating: 4.6/5.0

Total Reviews: 9

Who Is the Company Behind Galleri5 AI Studio?

  • Seller: galleri5
  • Year Founded: 2015
  • HQ Location: Bangalore, IN
  • LinkedIn® Page: www.linkedin.com
    175 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Apparel & Fashion
  • Company Size: 40% Large, 40% Medium

What Are Recent G2 Reviews of Galleri5 AI Studio?

Teamsmart.ai

Teamsmart.ai represents the next generation of AI assistants, built upon scientific research. It is designed to be accessible through a chat interface and a Chrome extension. Teamsmart boasts impressive capabilities in conversational and text processing tasks, while ensuring a consistent level of reliability and predictability. With Teamsmart, users can benefit from a variety of use cases, such as summarization, search, creative and collaborative writing, Q&A, coding, and more. Early customers have commended Teamsmart for surpassing other market alternatives, like Teamsmart.ai, thanks to its diverse range of specialized assistants tailored for specific tasks.

Average Rating: 4.5/5.0

Total Reviews: 9

Who Is the Company Behind Teamsmart.ai?

Who Uses This Product?

  • Company Size: 56% Small, 33% Medium

What Do G2 Reviewers Say About Teamsmart.ai?

AI-generated summary from verified user reviews

Pros
  • Users find Teamsmart.ai to be user-friendly and efficient, streamlining work tasks and improving productivity.
  • Users love the ease of use of Teamsmart.ai, highlighting its user-friendly interface and comprehensive features.
  • Users value the time-saving capabilities of Teamsmart.ai, streamlining multiple tasks into one efficient tool.
  • Users love the versatile use of Teamsmart.ai, handling diverse tasks efficiently with a single powerful tool.
  • Users praise the excellent customer support and appreciate the user-friendly nature of Teamsmart.ai.
Cons
  • Users report slow performance with Teamsmart.ai, noting significant loading times and slower AI responses compared to competitors.
  • Users find it challenging to choose among many bots due to repetitive AI responses that lack relevant solutions.
  • Users find the higher price limits access for small businesses and experience slower AI performance compared to alternatives.
  • Users find the repetitive content in Teamsmart.ai frustrating, especially when the AI fails to provide helpful responses.

What Are Recent G2 Reviews of Teamsmart.ai?

SMS-iT

SMS-iT (SE-Mi Sentient iT) is an advanced Agentic AI-powered RAAS (Results-as-a-Service) platform designed to automate and streamline business operations across sales, marketing, and management. Unlike traditional CRM tools, SMS-iT combines CRM, ERP, and over 60 integrated microservices into a single comprehensive solution. By leveraging intelligent automation, businesses benefit from autonomous customer acquisition, enhanced customer engagement, predictive analytics, and real-time decision-making. Its unified communication system seamlessly integrates SMS, MMS, email, voice, video, and social media, ensuring consistent, personalized interactions across all customer touchpoints. SMS-iT’s flexible architecture allows businesses to customize their own automation stack, significantly reducing operational complexity and overhead costs. With SMS-iT, organizations scale efficiently, close deals faster, and deliver measurable, predictable outcomes, freeing up teams to focus strategically on driving growth and innovation.

Average Rating: 4.4/5.0

Total Reviews: 8

Who Is the Company Behind SMS-iT?

  • Seller: SMS-iT
  • Year Founded: 2022
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Small, 13% Medium

What Do G2 Reviewers Say About SMS-iT?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of SMS-iT, enabling effortless creation of targeted messaging campaigns.
  • Users highlight SMS-iT's ease of use and flexibility, enhancing their outreach and engagement strategies effectively.
  • Users value the automation tools in SMS-iT, enhancing efficiency and effectiveness in outreach campaigns.
  • Users highlight the efficiency of SMS-iT for targeted messaging campaigns, optimizing engagement and improving outreach strategies.
  • Users praise the great customer service of SMS-iT, enhancing their overall satisfaction and experience with the product.
Cons
  • Users find the UI/UX of SMS-iT lacking, expressing a need for significant enhancement in functionality and ease of use.
  • Users find the account set-up process complex, though appreciate the supportive customer service offered by SMS-iT.
  • Users feel SMS-iT faces development challenges that hinder improvements in UI and UX, affecting overall usability.
  • Users report missing features like power dialer and IVR, leading to a less effective experience with SMS-iT.

What Are Recent G2 Reviews of SMS-iT?

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Humanizer.org

Humanizer.org is an advanced AI humanizer, reshaping AI-generated content into engaging, authentic language. Through the analysis of countless data points, it emulates human conversational patterns, enriching the quality of AI text. Valued by students, content creators, business professionals, and SEO specialists, it elevates AI-written content to improve user interaction and boost Google rankings. Unlike ordinary paraphrasing tools, Humanizer.org incorporates human-like thought patterns, creating unique, natural-sounding content that evades plagiarism checkers. With multilingual support, it empowers users to generate content in their native language, fostering broader audience engagement.

Average Rating: 4.4/5.0

Total Reviews: 7

Who Is the Company Behind Humanizer.org?

Who Uses This Product?

  • Company Size: 71% Medium, 57% Small

What Are Recent G2 Reviews of Humanizer.org?

Legacyleap

Legacyleap is a proprietary Gen AI companion platform that delivers turnkey application and data modernization at enterprise scale. Designed for enterprises with complex and aging legacy systems, it automates system comprehension, transformation, validation, and deployment, helping teams modernize faster, with fewer risks. The platform supports migrations from VB6, Classic ASP, EJB, and SAP Hana to modern stacks like .NET, Spring Boot, and Snowflake. Legacyleap combines Gen AI with compiler-grade guardrails, dependency mapping, and test generation to deliver secure, enterprise-grade modernization at scale.

Average Rating: 4.9/5.0

Total Reviews: 7

Who Is the Company Behind Legacyleap?

Who Uses This Product?

  • Company Size: 57% Medium, 29% Small

What Are Recent G2 Reviews of Legacyleap?

Milestone

Milestone leads global organizations through their movement towards GenAI adoption, taking them from the trial phase to the triumph phase. We provide the highest-resolution contribution data that doesn’t just tell you the current impact of GenAI on development velocity and code quality but provides data-driven insights to optimize your GenAI investments and 10x its contribution across your company. GenAI is not just here to stay, it’s here to be a difference maker. We ensure your organization embraces it with full confidence and visibility to get an edge over the competition.

Average Rating: 5.0/5.0

Total Reviews: 7

Who Is the Company Behind Milestone?

Who Uses This Product?

  • Company Size: 71% Medium, 29% Small

What Are Recent G2 Reviews of Milestone?

Automateed

An AI ebook creator and publishing software. All in one tool for publishers and entrepreneurs around the globe.

Average Rating: 4.7/5.0

Total Reviews: 6

Who Is the Company Behind Automateed?

Who Uses This Product?

  • Company Size: 117% Small

What Are Recent G2 Reviews of Automateed?

Hyphenate

Hyphenate is the autonomous finance platform for the office of the CFO. It automates the accounting and the operations, across revenue, cash, close, and consolidation, and across every entity and subledger, layering onto the ERP and core systems a company already has. No rip-and-replace. What makes Hyphenate different: instead of asking a team towrite prompts or configure rules, it learns how a company runs finance. It reverse-engineers the judgment calls, the exception handling, and the tribal knowledge sitting in spreadsheets and people's heads, and turns it into self-learning, audit-ready agents that get sharper every close. For a CFO, that compounds. Closes land in days, audit-ready, on one source of truth across every entity and tool. Reporting is real-time, not rear-view. KPIs like DSO, working capital, and cash conversion improve as the agents optimize, not just execute. The team scales without scaling headcount, and keeps up whatever the pressure: revenue complexity, cash sprawl, M&A, a hard close.

Average Rating: 5.0/5.0

Total Reviews: 6

Who Is the Company Behind Hyphenate?

  • Seller: Hyphenate
  • Company Website:
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 33% Medium

What Are Recent G2 Reviews of Hyphenate?

BHuman.ai

BHuman.ai is an AI software that allows you to personalize videos at scale. It takes one template video (recorded by you or chosen from our library) and personalizes it to hundreds of custom videos by mimicking your face and voice. Simply put, BHuman.ai allows you to communicate with hundreds of people personally by the time it takes to communicate with one.

Average Rating: 4.8/5.0

Total Reviews: 5

Who Is the Company Behind BHuman.ai?

  • Seller: BHuman
  • Year Founded: 2020
  • HQ Location: NYC, US
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Do G2 Reviewers Say About BHuman.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of creating customized videos with BHuman.ai, enhancing their outreach efforts effectively.
  • Users love the efficiency of BHuman.ai, enabling mass personalized video outreach that transforms lead generation.
  • Users find BHuman.ai incredibly time-saving, streamlining outreach and enhancing communication efficiency significantly.
  • Users value the time-saving automation of BHuman.ai, allowing for personalized outreach without individual video recordings.
  • Users commend the impressive AI features of BHuman.ai, particularly for their time-saving capabilities and quality outputs.
Cons
  • Users find the costly expense of Zappier plans burdensome and seek more affordable integration options.
  • Users note plan limitations, such as reliance on expensive Zappier instead of more flexible integration options.

What Are Recent G2 Reviews of BHuman.ai?

Dubly.AI

Dubly.AI is for teams who refuse to let their best content sound translated. Upload a video, choose a language, and it comes back in the original speaker's own voice — cloned, not replaced — with mouth movement matched frame by frame. It plays like the speaker recorded it in that language themselves. Minutes instead of weeks, no studio, no voice actor, no reshoot. Lip sync usually falls apart on side angles, partial face occlusion and dynamic close-ups. The in-house Lip Sync 2.0 model is built for exactly those shots and handles video up to 4K. A brand glossary holds product names and technical terms to the wording you define, so terminology survives translation intact. 100+ source languages, 40+ target languages. And it clears European procurement without a detour: servers in Germany, no AI training on customer data, DPA available, German-speaking support. BMW, RATIONAL, Axel Springer, HAVAS and Liebscher & Bracht use it. From €69 per month on an annual plan, free trial available.

Average Rating: 4.9/5.0

Total Reviews: 5

Who Is the Company Behind Dubly.AI?

  • Seller: Dubly.AI
  • Year Founded: 2024
  • HQ Location: Zimmersmühlenweg 27, 61440 Oberursel
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 40% Small

What Are Recent G2 Reviews of Dubly.AI?

Pasteur Labs

Pasteur Labs is a venture-backed, public-benefit corporation dedicated to developing Simulation Intelligence (SI) technologies and scalable platforms that empower human-machine teams to achieve groundbreaking advancements in physical and life sciences. By integrating artificial intelligence, simulation, and scientific computing, Pasteur Labs aims to revolutionize the way complex, dynamic systems are understood and manipulated, facilitating the transition of innovative concepts from theoretical research to real-world applications. Key Features and Functionality: - Simulation Testbeds: Creation of in-silico environments that allow for efficient and reliable modeling of technologies and interventions across diverse sectors, including energy, climate, socioeconomics, and agriculture. - HW-SW Co-Design and Machine Programming: Development of more efficient and flexible systems through hardware-software co-design and machine programming, leading to the Simulation Intelligence Operating System. - Inductive and Open-Ended Scientific Methods: Advancement of scientific methodologies by leveraging innovations in simulation, AI/ML, and accelerated computing to explore a vast array of hypotheses and solutions across various domains and scales. Primary Value and User Solutions: Pasteur Labs addresses the critical challenge of modeling multi-scale phenomena and their cause-effect mechanisms, which often hinder the prototyping and deployment of promising concepts. By building advanced simulation testbeds and reimagining computation for scientific simulation and AI, Pasteur Labs enables researchers and engineers to efficiently design, experiment, and understand dynamic environments. This approach accelerates the development and deployment of innovative technologies, ultimately leading to significant breakthroughs in science and engineering.

Average Rating: 4.5/5.0

Total Reviews: 5

Who Is the Company Behind Pasteur Labs?

Who Uses This Product?

  • Company Size: 120% Small

What Are Recent G2 Reviews of Pasteur Labs?

Geekflare Connect

Geekflare Connect is an AI workspace for modern businesses to reduce AI spending and collaborate with the entire team. It provides a collaborative suite of features where your entire team can chat with leading AI models. You can bring your own AI API keys and chat with multiple models at once, share prompts, augment LLM response with Internet to get real-time data, perform deep research and a lot more. In a world where new AI models are released constantly, Geekflare AI ensures your business stays agile. Instead of being locked into a single ecosystem, your team can choose the best model for any task. Key Features & Benefits: - Access Multiple AI Models: Seamlessly switch between top-tier AI models from providers like OpenAI, Google, Anthropic, Perplexity, and more, all within a single interface. - Built for Team Collaboration: Onboard your entire organization, from marketing and sales to development and support. Work together in a shared environment, manage user access, and maintain a centralized history of your AI-powered work. - Flexible Access with Geekflare Connect (BYOK): Already have API keys from AI providers? Plug them into Geekflare Connect to leverage your existing agreements while benefiting from our collaborative platform. You maintain full control over your usage and billing. - Centralized AI Workspace: Stop siloed conversations and scattered prompts. Geekflare AI provides a single source of truth for your team's AI interactions, improving efficiency and knowledge sharing. Geekflare Connect is more than just a chat interface; it's a strategic tool that centralizes, manages, and scales your company's adoption of artificial intelligence at lower cost.

Average Rating: 4.9/5.0

Total Reviews: 4

Who Is the Company Behind Geekflare Connect?

Who Uses This Product?

  • Company Size: 75% Small, 25% Large

What Are Recent G2 Reviews of Geekflare Connect?

Heugo

Heugo is an Artificial Intelligence Management System (AIMS) and cloud-based B2B SaaS platform designed to serve as an organisation’s single, central system of record for AI governance. It transitions mid-market firms away from fragmented spreadsheets, static Word policies, and ad-hoc email approval chains toward a repeatable, automated operating model

Average Rating: 5.0/5.0

Total Reviews: 4

Who Is the Company Behind Heugo?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Heugo?

Marky

Marky is a social media marketing tool that creates and publishes on-brand content for you across all your social media accounts. Create 30 days of content in just 5 minutes. Complete with a calendar, review tools, analytics, and a content library, Marky has everything you need to grow your business through social media.

Average Rating: 4.7/5.0

Total Reviews: 27

Who Is the Company Behind Marky?

  • Seller: Marky
  • Year Founded: 2023
  • HQ Location: ,
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner
  • Top Industries: Marketing and Advertising
  • Company Size: 97% Small

What Do G2 Reviewers Say About Marky?

AI-generated summary from verified user reviews

Pros
  • Users find Marky to be incredibly easy to use, streamlining social media management with intuitive features and quick setups.
  • Users love Marky's rapid and efficient content creation, simplifying social media management with impressive features and time savings.
  • Users value Marky's post scheduling feature, which efficiently generates and automates social media content across multiple platforms.
  • Users are impressed with Marky's easy scheduling, which streamlines posting across multiple platforms effortlessly.
  • Users value Marky's incredibly fast value, seamlessly creating profiles and marketing strategies in minutes.
Cons
  • Users find the limited customization frustrating, impacting the uniqueness and effectiveness of their content.
  • Users experience limited social media functionality with Marky, leading to repetitive and generic content that requires constant refinement.
  • Users feel the limited templates in Marky lead to repetitive content, hindering creativity and distinctiveness for brands.
  • Users find performance issues with Marky, as it can be slow and occasionally gets stuck during use.
  • Users find that the slow performance of Marky can be mildly irritating, especially when clearing drafts.

What Are Recent G2 Reviews of Marky?

Teable

Teable — The AI Spreadsheet for Business. Teams can build 100% business-fit AI workflows and custom apps, while connecting and migrating any data into one place. Whether you’re a small business or an enterprise, Teable helps your team become truly AI-native.

Average Rating: 5.0/5.0

Total Reviews: 4

Who Is the Company Behind Teable?

  • Seller: Teable
  • Year Founded: 2023
  • HQ Location: Santa Clara, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Teable?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 21, 2026