Best Emerging AI Software - Page 15

How Many Emerging AI Software Products Does G2 Track?

Total Products under this Category: 9,086

Category Stats (Sep 2026)

  • Average Rating: 4.6/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Narada AI (+94.29%) - Among all products in this category, Narada AI recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Emerging AI Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,100+ Authentic Reviews
  • 9,086+ 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.

MakeBox AI

MakeBox AI is a no-code automation platform tailored for e-commerce and small business operations. Built on Make.com, it empowers users to launch AI voice agents, automate Etsy stores, centralize communication across WhatsApp, Instagram, and email, and streamline order and CRM workflows — all without coding.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind MakeBox AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of MakeBox AI?

Mando AI

Mando AI is a unified platform for building AI agents that support your customers and your internal teams. With Mando, you can: ☑️ Offer 24/7 multilingual customer support ☑️ Answer questions instantly using your content across your Help Center, NewsRoom and Content Library. ☑️ Human hand-off and escalation and Shared inbox ☑️ Keep customers updated through ticketing, Help Center, and Newsroom content ☑️ Talk to customers where they are, including web chat and Whatsapp ☑️ Combine AI support with human hand-off when needed ☑️ All customer conversations, content, and insights live in one place. Who Uses Mando AI? Support teams at growing companies (SaaS, eCommerce & Service based companies) who want AI + human support in one platform.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Mando AI?

  • Seller: Mando AI
  • Year Founded: 2025
  • HQ Location: Dover, Delaware, United States
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Mando AI?

Medwriter

Medwriter.ai is an AI medical scribe that listens to patient-clinician conversations and automatically generates structured clinical notes. It's built for providers who want to spend less time on documentation and more time with patients. The platform captures visits in real time — whether in-person or via telehealth — and drafts comprehensive, billing-ready notes across standard clinical sections (HPI, assessment, plan, etc.). Templates are specialty-specific and customizable, so notes match how individual providers actually document. Where Medwriter differentiates itself is in going beyond just scribing. It auto-suggests ICD-10 codes and E/M levels based on session content, and can generate administrative documents like prior authorizations, denial appeals, referral letters, and patient instructions — tasks that typically eat up significant time outside of visits. The platform integrates with major EHR systems and works across devices including mobile and tablet. It supports multi-lingual documentation and telehealth sessions. Medwriter is HIPAA-compliant with encryption, configurable data deletion, and a BAA included. For group practices, it offers team management, activity logging, and shared templates. Pricing starts at $99/month per user with a free trial available. A Pro tier adds EHR integration, custom templates, and dedicated support.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Medwriter?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Medwriter?

MidjourneyAI.AI

MidjourneyAI.AI is a free, web-based application that enables users to generate high-quality images from simple text descriptions. By leveraging advanced artificial intelligence technologies, it transforms natural language prompts into compelling visuals within seconds, all without the need for specialized hardware or software. Key Features and Functionality: - High-Quality Image Generation: Utilizes large language models and diffusion models to produce detailed and accurate images based on user-provided text prompts. - User-Friendly Interface: Operates directly in the browser on both computers and mobile devices, eliminating the need for downloads or installations. - Customization Options: Allows users to adjust image size, quality, and other settings to tailor outputs to specific needs. - Free Access: Offers up to 15 image generations per day at no cost, with the limit resetting every 24 hours. - Commercial Use License: Provides freely licensed images suitable for both personal and commercial applications. Primary Value and User Solutions: MidjourneyAI.AI addresses the need for quick and accessible image creation by converting textual descriptions into visuals, streamlining the creative process for artists, designers, marketers, and content creators. Its browser-based platform ensures ease of use, while the free daily generation limit makes it an attractive tool for users seeking cost-effective solutions for their visual content needs.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind MidjourneyAI.AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of MidjourneyAI.AI?

Mosaia

Mosaia main offering includes: Sourcing: perform industry mapping faster, and enrich large datasets Target data enrichment: refresh data with latest fundraising insights, key hires, product launch Vetting: categorization, talent assessment, product review Dynamic Matching and scoring: understand, based on buyers main criteria, internal and external sources, which potential acquisition is the best fit Constantly monitor targets: run agents on autopilot to identify new signals about list of targets

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Mosaia?

  • Seller: Mosaia
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • Twitter: @Mosaia_io
    445 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

What Are Recent G2 Reviews of Mosaia?

MUI VS Code Extension

The MUI VS Code Extension is a free tool designed to enhance the development experience for users of MUI (Material-UI) by integrating its documentation directly into Visual Studio Code. This extension allows developers to access MUI resources without leaving their code editor, streamlining the development process and improving productivity. Key Features: - Copilot Assistance: By prefixing queries with "@mui" in GitHub Copilot Chat, developers receive AI-driven responses grounded in MUI documentation and examples, facilitating quick and accurate solutions. - In-IDE Documentation (Coming Soon): Users will be able to search and navigate MUI documentation directly within VS Code, eliminating the need to switch between the editor and external resources. - Direct Feedback (Coming Soon): The extension will offer a feature to suggest improvements, report bugs, and request new features for MUI directly from the VS Code environment, fostering a more interactive and responsive development community. Primary Value: The MUI VS Code Extension addresses the common challenge of context-switching between code editors and external documentation. By embedding MUI resources directly into VS Code, it enhances developer efficiency, reduces workflow interruptions, and provides immediate access to relevant information, thereby accelerating the development process and improving code quality.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind MUI VS Code Extension?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of MUI VS Code Extension?

Netrows

Netrows is a real-time B2B data API designed to provide instant access to comprehensive information about professionals and companies worldwide. By consolidating data from over 22 sources into a single, unified API, Netrows enables businesses to enrich leads, monitor prospects, and streamline workflows efficiently. With an average response time of 1.4 seconds and a 99.9% uptime SLA, Netrows ensures reliable and swift data retrieval, empowering organizations to stay ahead in dynamic markets. Key Features and Functionality: - Extensive API Coverage: Access to over 170 API endpoints covering professional profiles, company intelligence, job data, and more. - Global Reach: Comprehensive data on professionals and companies from over 200 countries. - Real-Time Data Retrieval: Ensures that every request pulls the latest information directly from the source, providing up-to-date insights. - High Reliability: Boasts a 99.9% uptime with enterprise-grade infrastructure and automatic failover mechanisms. - Developer-Friendly: Features a clean REST API with comprehensive documentation, facilitating quick integration without the need for SDKs. - Flexible Scaling: Operates on a credit-based system, allowing businesses to pay only for what they use and scale up or down as needed without long-term commitments. Primary Value and Solutions Provided: Netrows addresses the challenge of accessing timely and accurate B2B data by offering a unified API that aggregates information from multiple sources. This consolidation eliminates the need to juggle multiple providers, ensuring consistent data quality and format. Businesses can leverage Netrows to: - Enhance Lead Enrichment: By accessing detailed professional and company profiles, sales and marketing teams can personalize outreach and improve conversion rates. - Monitor Market Movements: The "Radar" feature allows users to track significant events such as job changes, promotions, funding rounds, and market expansions, enabling proactive decision-making. - Streamline Recruitment Processes: Recruiters can monitor job changes and promotions to identify potential candidates or understand market demand for specific roles, optimizing talent acquisition strategies. - Gain Competitive Insights: Market researchers and business intelligence analysts can track company expansions, product launches, and key personnel movements to identify emerging trends and assess market opportunities. By providing real-time, comprehensive, and reliable B2B data, Netrows empowers organizations to make informed decisions, enhance operational efficiency, and maintain a competitive edge in their respective industries.

Total Reviews: 1

Who Is the Company Behind Netrows?

  • Seller: Netrows
  • Year Founded: 2025
  • HQ Location: Ibiza, ES
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

Neural Concept

Neural Concept Shape (NCS) is a 3D deep learning software designed to enhance Computer-Aided Engineering (CAE) and design processes. By leveraging raw CAD and CAE data, NCS accelerates research and development cycles, improves product performance, and addresses complex engineering challenges.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Neural Concept?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Neural Concept?

Observia AI

Observia AI makes workplaces safer with truly intelligent vision AI. It seamlessly connects to your existing camera infrastructure - no new hardware needed - and detects real risks while filtering out everyday noise. Observia helps enterprises reduce workplace incidents by identifying early warning signs and unsafe behaviors in real time. By analyzing every frame of footage, it saves teams from reviewing thousands of hours of video - something no human can do - turning passive feeds into actionable safety insights.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Observia AI?

Who Uses This Product?

  • Company Size: 100% Medium, 100% Small

What Do G2 Reviewers Say About Observia AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the simple and easy-to-navigate interface of Observia AI, enhancing their facility management experience.
  • Users highlight the navigation ease of Observia AI, finding it simple and intuitive for managing facilities.
  • Users appreciate the simple interface of Observia AI, making navigation easy and straightforward across facilities.

What Are Recent G2 Reviews of Observia AI?

Octoposts

Octoposts is a comprehensive social media management platform designed to streamline and enhance the online presence of businesses and individuals. It offers a suite of tools that facilitate the scheduling, publishing, and analysis of content across multiple social media channels, enabling users to maintain a consistent and effective digital marketing strategy. Key Features and Functionality: - Multi-Platform Scheduling: Plan and automate posts across various social media platforms from a single dashboard, ensuring timely and coordinated content delivery. - Content Calendar: Visualize and organize your posting schedule with an intuitive calendar interface, allowing for easy adjustments and planning. - Analytics and Reporting: Gain insights into post performance, audience engagement, and growth metrics to inform future strategies. - Team Collaboration: Assign roles and permissions to team members, facilitating efficient workflow and content approval processes. - Content Curation: Discover and share relevant content from trusted sources to keep your audience engaged and informed. Primary Value and User Solutions: Octoposts addresses the challenges of managing multiple social media accounts by providing a centralized platform that simplifies content scheduling, enhances team collaboration, and delivers actionable insights through analytics. By automating routine tasks and offering strategic data, it empowers users to focus on creating impactful content and building stronger connections with their audience, ultimately driving growth and engagement.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Octoposts?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Octoposts?

OdooGPT

OdooGPT is an innovative module designed to seamlessly integrate OpenAI's ChatGPT with Odoo, transforming OdooBot into an intelligent and adaptive assistant. By leveraging advanced natural language processing capabilities, OdooGPT enables users to interact with OdooBot using the `/ai` command, facilitating real-time, context-aware responses that enhance productivity and user engagement. Key Features and Functionality: - Natural Language Processing: Engage with OdooBot through intuitive, conversational commands, allowing for efficient task execution and information retrieval. - Easy Integration: OdooGPT offers straightforward integration with OpenAI via API keys, ensuring a hassle-free setup process. - Customizable Models: Users can import and fine-tune OpenAI models directly within Odoo, tailoring the AI's behavior to specific business needs. - Multi-Language Support: The module supports multiple languages, catering to a diverse user base and facilitating global operations. - 24/7 Availability: OdooBot, enhanced by OdooGPT, remains operational around the clock, providing consistent support and assistance. - Comprehensive Chat Integration: The AI functionality extends across all chat environments within Odoo, including private and group conversations. Primary Value and User Solutions: OdooGPT addresses the need for a more responsive and intelligent virtual assistant within the Odoo ecosystem. By integrating ChatGPT, it empowers users to perform tasks more efficiently, access information swiftly, and receive contextually relevant assistance. This enhancement leads to improved productivity, streamlined workflows, and a more engaging user experience, ultimately driving business growth and operational excellence.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind OdooGPT?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of OdooGPT?

Onfido AI

Onfido AI, now part of Entrust, offers an advanced digital identity verification solution designed to streamline customer onboarding and enhance security. Leveraging its proprietary Atlas™ AI, Onfido automates the verification of identity documents and biometric data, enabling businesses to quickly and accurately confirm customer identities. This technology supports over 2,500 document types across 195 countries, ensuring global applicability. By integrating Onfido AI, organizations can improve customer conversion rates, meet compliance requirements, and effectively prevent fraud, all while reducing operational costs. Key Features and Functionality: - Document Verification: Utilizes AI to assess the authenticity of identity documents, supporting a vast array of document types worldwide. - Biometric Verification: Matches facial biometrics to photo IDs, incorporating liveness detection to prevent spoofing attempts. - Data Verification: Offers compliance solutions such as PEPs and sanctions screening, adverse media checks, and proof of address verification. - Onfido Studio: A no-code orchestration tool that allows businesses to design and implement customized verification workflows. - Smart Capture SDK: Enhances user experience by facilitating seamless capture and submission of documents and biometrics. Primary Value and User Solutions: Onfido AI addresses the critical need for secure and efficient digital identity verification. By automating the verification process, it enables businesses to onboard customers swiftly, ensuring compliance with global KYC and AML regulations. The platform's advanced fraud detection capabilities protect organizations from identity fraud, while its user-friendly design enhances the customer experience. Ultimately, Onfido AI empowers businesses to build trust with their customers, expand into new markets, and operate more efficiently.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind Onfido AI?

  • Seller: Entrust, Inc.
  • Year Founded: 1969
  • HQ Location: Minneapolis, MN
  • Twitter: @Entrust_Corp
    6,414 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,751 employees on LinkedIn®
  • Phone: 1-888-690-2424

Who Uses This Product?

  • Company Size: 100% Small

Open WebUI

Open WebUI is a versatile, self-hosted AI platform designed to operate entirely offline, providing users with a secure and customizable interface for deploying and managing large language models (LLMs). It supports various LLM runners, including Ollama and OpenAI-compatible APIs, and features a built-in inference engine for Retrieval-Augmented Generation (RAG), making it a powerful solution for AI deployment. Key Features and Functionality: - Extensibility and Customization: Open WebUI offers a modular architecture, allowing users to tailor the platform to their specific needs. This includes custom theming, branding, and integration with existing systems such as LDAP and Active Directory. - Enterprise-Grade Security and Compliance: The platform is built to support compliance with standards like SOC 2, HIPAA, GDPR, FedRAMP, and ISO 27001, ensuring robust security for on-premise and air-gapped deployments. - Scalability and Performance: Designed for large-scale deployments, Open WebUI can be configured for high availability with multi-node setups, ensuring 99.99% uptime and optimized performance across various business units. - User-Friendly Interface: The platform features an intuitive chat interface inspired by ChatGPT, offering swift responsiveness and a personalized user experience. It also includes features like live code editing, interactive artifacts, and enhanced SVG interaction for improved usability. Primary Value and Problem Solved: Open WebUI addresses the need for a secure, customizable, and offline-capable AI platform that empowers organizations to deploy and manage LLMs without relying on external services. By providing full control over models, data, and extensions, it eliminates vendor lock-in and ensures compliance with internal security policies. The platform's scalability and performance optimization enable organizations to accelerate development cycles and enhance productivity, as demonstrated by Samsung Semiconductor Inc., which reported a 30% reduction in development time after implementing Open WebUI.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Open WebUI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Open WebUI?

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: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Pasteur Labs?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Pasteur Labs?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026