Best Emerging AI Software - Page 12

How Many Emerging AI Software Products Does G2 Track?

Total Products under this Category: 8,819

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
  • 30,200+ Authentic Reviews
  • 8,819+ 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.

Context7

Context7 is a tool designed to enhance the capabilities of Large Language Models (LLMs) and AI code editors by providing up-to-date, version-specific documentation and code examples directly from the source. This integration ensures that developers receive accurate, relevant information tailored to their specific library versions, thereby improving code quality and reducing the time spent verifying AI-generated responses. Key Features and Functionality: - Up-to-Date Documentation: Context7 delivers the latest, version-specific documentation for various libraries, ensuring that developers have access to current information. - Accurate Code Examples: By sourcing code examples directly from official documentation, Context7 minimizes the risk of AI-generated code inaccuracies or hallucinations. - Seamless Integration: The tool integrates effortlessly with popular AI coding assistants and editors, such as Cursor and Claude, enhancing their functionality without disrupting existing workflows. - Support for Private Repositories: With appropriate plans, Context7 allows teams to include private repositories, making internal documentation accessible to AI coding assistants. - Security and Privacy: Context7 prioritizes user privacy by ensuring that queries remain on the local machine, transmitting only derived topics for retrieval. The infrastructure is managed by Upstash, adhering to SOC 2 compliance standards. Primary Value and Problem Solved: Context7 addresses the common challenges developers face when using AI coding assistants, such as outdated documentation, hallucinated code examples, and generic answers not specific to their library versions. By providing accurate, version-specific documentation and code examples, Context7 enhances the reliability of AI-generated code, reduces the need for manual verification, and streamlines the development process. This leads to increased productivity and confidence in AI-assisted coding.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Context7?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Context7?

Convo AI

Convo AI is an advanced real-time meeting assistant designed to enhance professional conversations by providing instant cues, key facts, and intelligent response suggestions. By analyzing discussions as they occur, Convo AI delivers on-screen prompts that help users navigate critical moments with confidence. It transforms your entire meeting history into an intelligent knowledge base, allowing you to ask questions in plain English and receive accurate, context-rich answers without the need to sift through transcripts or recall specific meetings. Key Features and Functionality: - Real-Time Suggestions: Receive immediate, context-aware prompts during conversations, ensuring you always have the right words at the right time. - Context Memory: Convo AI remembers past interactions with the same individuals, providing continuity and relevance in ongoing discussions. - Privacy First: Your meeting data remains private and secure, with explicit consent required before any storage, adhering to stringent privacy standards. - Platform Compatibility: Seamlessly integrates with popular meeting platforms such as Zoom, Microsoft Teams, Google Meet, WebEx, and Slack, without the need for additional meeting bots. - Post-Call Summaries: Automatically generates summaries highlighting key points and action items, streamlining follow-up processes. - "Ask AI" Functionality: Enables users to query their meeting history in natural language, retrieving precise information effortlessly. Primary Value and User Solutions: Convo AI addresses the common challenges professionals face during meetings, such as forgetting key details, struggling with real-time responses, and managing extensive meeting notes. By offering real-time assistance and maintaining a comprehensive, searchable record of past conversations, Convo AI empowers users to lead discussions effectively, make informed decisions promptly, and enhance overall meeting productivity. Its privacy-centric design ensures that sensitive information is handled securely, providing peace of mind for users concerned about data confidentiality.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Convo AI?

  • Seller: Convo AI
  • Year Founded: 2025
  • HQ Location: Barcelona, ES
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Convo AI?

Cortex Fabric

Cortex Fabric automates composition, orchestration and delivery of intelligent, personalized and explainable predictions, processes, and applications with built-in visibility and control for implementing trust as a service in your AI platform and cloud of choice.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Cortex Fabric?

  • Seller: Cognitivescale
  • Year Founded: 2013
  • HQ Location: Austin, US
  • Twitter: @CognitiveScale
    3,816 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Cortex Fabric?

What Are G2 Users Discussing About Cortex Fabric?

Coursiv

Coursiv is a dynamic learning platform designed to equip users with essential skills for success in the modern digital landscape. It offers comprehensive, easy-to-follow guides on popular AI tools such as MidJourney, ChatGPT, Jasper AI, and DALL-E, enabling users to effectively integrate these technologies into their personal and professional projects. Key Features and Functionality: - Daily Challenges: Engage with new AI tools and concepts daily through structured challenges that progressively enhance your skills. - Integrated AI Tools: Access a variety of AI tools directly within the app, providing hands-on experience with the latest technologies. - Industry-Specific Applications: Explore how AI is transforming various industries and learn to apply these insights to improve your work. - Interactive Guides: Benefit from detailed, interactive guides crafted by industry experts, covering topics like mastering ChatGPT-4, utilizing AI in digital marketing, and AI-enhanced SEO strategies. - AI Practice Bots: Reinforce your learning by practicing with AI bots designed to solidify your understanding and build confidence in applying new skills. - 28-Day Challenges: Participate in immersive 28-day challenges that delve deep into various AI platforms and tools, facilitating real-world application of your knowledge. Primary Value and User Solutions: Coursiv addresses the growing need for accessible AI education by providing up-to-date content that reflects the latest market trends and developments. Its flexible, subscription-based model allows users to learn at their own pace, from any device, ensuring that acquiring new skills is both convenient and effective. By offering practical resources and interactive experiences, Coursiv empowers users to stay ahead in the rapidly evolving digital world.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Coursiv?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Coursiv?

Crreo AI

Crreo AI is an end-to-end video creation platform for producing long-form videos from scripts or ideas, without requiring editing or technical skills. It supports videos up to 30 minutes and is commonly used for YouTube videos, explainers, and storytelling. Instead of one-click, randomized outputs, Crreo uses a layered creative flow that balances speed with control, allowing users to create scripts, design characters, build storyboards, and edit visual and audio assets on a timeline before downloading or exporting videos.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Crreo AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Crreo AI?

DealGround

DealGround is an AI-native intelligence command center for commercial real estate professionals. The platform transforms fragmented property, tenant, ownership, and market data into structured, actionable deal intelligence that enables brokers to convert insight into opportunity. Built for how brokers actually work, DealGround brings together property intelligence and ownership research to help brokers generate qualified leads and move faster from prospecting to closed deals. DealGround serves leading brokerage firms and investment teams across the U.S. and is expanding across asset classes, including retail and industrial. For more information, visit www.dealground.com. Key Features: -Automated brochure and data collection -AI extraction from brochures, OMs, and rent rolls -Property and title data on over 160M+ properties -Ownership lookup with phone numbers, emails & supporting sources -7M tenant mix & lease term intelligence -Rent & lease-expiration data -Financial extraction such as lease terms, current NOI, & key data -Bulk document upload + shared folder linking -Research management, notes, list building -Full-property search, filtering & map intelligence

Average Rating: 4.9/5.0

Total Reviews: 9

Who Is the Company Behind DealGround?

  • Seller: DealGround
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • Twitter: @DealGroundCRE
    355 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Commercial Real Estate
  • Company Size: 67% Small, 22% Large

What Are Recent G2 Reviews of DealGround?

Deccan AI

Deccan AI specializes in providing high-quality, human-verified datasets to enhance the performance of AI models. By leveraging a vast network of over 900,000 professionals across more than 50 domains—including IIT graduates, PhDs, poets, programmers, and artists—Deccan AI ensures that the data fueling AI systems is both accurate and contextually relevant. Their mission is to empower companies with pristine data, recognizing that the efficacy of AI models is intrinsically linked to the quality of the data they are trained on. Key Features and Functionality: - Expert-Curated Datasets: Deccan AI offers meticulously curated datasets across various domains, including STEM, finance, law, and more, ensuring that AI models are trained on data that reflects real-world complexities. - Comprehensive AI/ML Use Cases: Their services encompass a wide range of AI and machine learning applications, such as agentic workflows, multi-modal annotations, code generation and debugging, domain-specific supervised fine-tuning (SFT), reasoning, multi-turn conversational alignment, text-to-SQL conversion, retrieval-augmented generation (RAG) training and evaluation, model and data evaluation, and work in Indic languages. - Rigorous Quality Control: Implementing multi-layer validation processes, Deccan AI ensures that each data point meets high standards of accuracy and clarity, reducing errors and enhancing model reliability. - Secure Data Handling: With certifications like ISO 27001 and SOC2, Deccan AI adheres to stringent data security and privacy protocols, ensuring that client data is handled with the utmost care and compliance. Primary Value and Problem Solved: Deccan AI addresses the critical challenge of data quality in AI model training. By providing expertly curated, high-quality datasets, they enable organizations to develop AI models that are more accurate, reliable, and aligned with real-world applications. This reduces the time and resources spent on data cleaning and validation, accelerates model development, and enhances the overall performance of AI systems. Their commitment to quality and security ensures that clients can trust the data they use, leading to more effective and trustworthy AI solutions.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Deccan AI?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Deccan AI?

Deckbird.ai

DeckBird.ai is world’s first AI powered software platform that can help 10x the sharing power of presentations and ultimately drive more sales leads.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Deckbird.ai?

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Deckbird.ai?

AI-generated summary from verified user reviews

Pros
  • Users commend the quick and satisfactory customer support of Deckbird.ai, enhancing their overall experience with the platform.
  • Users find ease of creation with Deckbird.ai through collaborative tools and multimedia integration for presentations.
  • Users value the ease of use of Deckbird.ai, enhancing collaboration and presentation creation effortlessly.
  • Users love the easy sharing features of Deckbird.ai, making collaborative presentations seamless and efficient.
  • Users value the team collaboration features of Deckbird.ai, enhancing their presentation creation and editing process together.

What Are Recent G2 Reviews of Deckbird.ai?

DeepLearning.AI

DeepLearning.AI is an education technology company dedicated to empowering the global workforce to build an AI-powered future through world-class education, hands-on training, and a collaborative community. Founded in 2017 by machine learning pioneer Andrew Ng, DeepLearning.AI offers a comprehensive suite of AI courses and professional certificates designed to equip learners with the skills necessary to excel in the rapidly evolving field of artificial intelligence. Key Features and Functionality: - Extensive Course Catalog: Over 150 AI-focused courses, including foundational specializations and skill-specific short courses, covering topics such as deep learning, natural language processing, and data analytics. - Professional Certificates: Structured programs like the Deep Learning Specialization and TensorFlow Developer Professional Certificate, providing in-depth knowledge and practical experience in AI technologies. - Hands-On Learning: Emphasis on practical skills through labs, projects, and real-world case studies, enabling learners to build and deploy AI applications effectively. - Pro Membership: A subscription-based model offering unlimited access to the entire course library, exclusive content, and continuous updates to keep learners at the forefront of AI advancements. Primary Value and Solutions: DeepLearning.AI addresses the growing demand for AI expertise by providing accessible, high-quality education that bridges the gap between theoretical knowledge and practical application. By offering a diverse range of courses and certifications, it enables individuals to upskill or reskill, fostering career growth and innovation in various industries. The platform's focus on hands-on learning ensures that users can apply AI concepts to real-world problems, thereby solving complex challenges and driving technological progress.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind DeepLearning.AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of DeepLearning.AI?

Denti.AI

Denti.AI is an innovative artificial intelligence company dedicated to transforming dental care through AI-powered solutions. Since its inception in 2018, Denti.AI has focused on enhancing patient care, streamlining dental workflows, and improving diagnostic accuracy. By integrating advanced AI technologies, Denti.AI offers a suite of products designed to automate and optimize various aspects of dental practice, allowing professionals to concentrate more on patient interactions and less on administrative tasks. Key Features and Functionality: - Denti.AI Scribe: An AI-powered assistant that records clinician-patient conversations, providing real-time transcription and generating customizable clinical notes. This tool supports over 20 languages and ensures secure, HIPAA-compliant documentation. - Denti.AI Voice Perio: A voice-activated periodontal charting solution enabling hygienists to complete charts in approximately five minutes without the need for an assistant. It enhances time efficiency, ergonomics, and infection control. - Denti.AI Detect: An FDA-cleared imaging solution that aids in identifying dental diseases such as caries, periapical lesions, and bone loss from x-rays. Clinical studies have shown a 26% increase in treatment opportunities with its use. - Denti.AI Auto-Chart: A patented AI solution that automates the charting of restorations, root canals, implants, crowns, and missing teeth, reducing manual clicks by 70% and integrating seamlessly with Practice Management Systems (PMS). Primary Value and Solutions Provided: Denti.AI addresses several critical challenges in dental practices: - Time Efficiency: By automating documentation and charting processes, Denti.AI's solutions save dental professionals 1-2 hours daily, allowing more time for patient care. - Diagnostic Accuracy: The AI-driven tools enhance the detection of dental pathologies, leading to earlier diagnoses and improved patient outcomes. - Operational Efficiency: Seamless integration with existing PMS and imaging systems streamlines workflows, reducing manual tasks and minimizing errors. - Patient Education: Auto-generated, easy-to-understand reports improve patient comprehension of their oral health, boosting case acceptance rates. By leveraging Denti.AI's comprehensive suite of AI-powered tools, dental practices can enhance efficiency, accuracy, and patient satisfaction, ultimately leading to better overall dental care.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Denti.AI?

  • Seller: Denti.AI
  • Year Founded: 2018
  • HQ Location: Toronto, CA
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Denti.AI?

devlin.ai

devlin.ai is an AI-powered simulation builder for practicing conversational skills. Instructional designers describe a scenario, and the AI generates a complete simulation with characters and evaluation criteria, no coding or branching logic required. Learners practice through natural dialogue, by voice or chat, and get real-time AI evaluation and personalized feedback. Simulations can go anywhere training lives: embedded in Articulate Storyline and Rise 360, exported as SCORM or xAPI for any LMS, or shared as standalone links, with scores and completion status syncing back to the course. Ground simulations in your own reference content, and track performance with workspace analytics, conversation transcripts, automated evaluations, and Power BI export. Teams use devlin.ai for customer service, sales, healthcare communication, coaching, compliance, and onboarding. Enterprise features include SOC 2 compliance, SAML single sign-on, team workspaces, and custom domains.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind devlin.ai?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of devlin.ai?

Dexory

Dexory is an autonomous robotics and AI company headquartered in London, UK. Founded to solve one of the most persistent challenges in modern logistics - the gap between what warehouse systems say is in stock and what's actually there - Dexory works with some of the world's largest warehouse operators across 3PL, retail, manufacturing, pharma, and air cargo. Recognised as a Gartner Cool Vendor and recipient of the Robotics & Automation Award, Dexory is trusted by global organisations including Maersk, GXO, Stellantis, Iron Mountain plus many more. Dexory combines autonomous mobile robots with an AI-powered software platform to deliver daily, wall-to-wall warehouse scans and a real-time digital twin of every location, exception, and recommended action. The platform operates across two modules: Integrity, which covers inventory accuracy through exception-based cycle counting, pick face scanning, block stack, double-deep, case count and client segmentation; and Optimise, which addresses space and flow through slotting verification, weight restrictions, congestion analysis, outbound optimisation, and consolidation planning. Deployable in 1–2 weeks with an API-first architecture that integrates with existing WMS and ERP systems. Dexory moves warehouse operations from reactive to proactive. Where teams previously relied on manual counts, historical reports, and firefighting, Dexory delivers ~99.9% real-time inventory accuracy, exception-based alerts before issues reach the pick face, and actionable intelligence that protects SLAs and cuts operational cost. Customers have reduced cycle count lists by up to 80%, saved 205+ hours per year on manual counting, and resolved inventory discrepancies up to 45% faster. Independently validated by Forrester, Dexory delivers an average 219% ROI with a payback period of under six months.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Dexory?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Dexory?

Document Transcribe

Document Transcribe is an AI-powered platform designed to streamline the transcription, translation, and organization of documents. It enables users to convert audio and video content into accurate text, translate documents into multiple languages, and efficiently manage their files. Key Features and Functionality: - Accurate Transcription: Utilizes advanced AI algorithms to transcribe audio and video files with high precision. - Multilingual Translation: Supports translation of documents into various languages, facilitating global communication. - Document Organization: Offers tools to categorize and manage documents, enhancing workflow efficiency. - User-Friendly Interface: Designed with an intuitive interface for ease of use across different user levels. Primary Value and User Solutions: Document Transcribe addresses the challenges of manual transcription and translation by automating these processes, saving users significant time and effort. Its multilingual capabilities break down language barriers, making it ideal for businesses and individuals operating in diverse linguistic environments. The platform's organizational tools further enhance productivity by simplifying document management.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Document Transcribe?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Document Transcribe?

Dori Chatbot

Dori Chatbot is an AI-powered virtual sales assistant designed to enhance the online shopping experience by providing personalized, real-time customer support. Tailored for e-commerce businesses, Dori seamlessly integrates with various platforms, offering 24/7 assistance to customers, thereby increasing engagement and boosting conversion rates. Key Features and Functionality: - Sales-Driven Design: Dori replicates the in-store shopping experience by acting as a virtual salesperson, guiding customers through their purchase journey with personalized recommendations and real-time assistance. - Ease of Use: The platform is user-friendly and requires no technical expertise, allowing businesses to set up and operate the chatbot effortlessly. - Seamless Integration: Dori integrates effortlessly with various platforms, including e-commerce websites and social media channels like Instagram, Facebook, and Telegram, ensuring consistent customer engagement across all channels. - Multilingual Support: Dori supports multiple languages, enabling businesses to reach a global customer base effectively. - Effortless Product Management: Businesses can manually upload their product inventory or automate the process, ensuring the chatbot has accurate and up-to-date product information. - Customizable and Intelligent: Dori allows for the application of specific rules and scenarios to align its behavior with business needs, enhancing its adaptability and intelligence. - Secure Data Handling: Customer data is securely managed, with all interactions handled with confidentiality. - Flexible Pricing: Dori offers cost-effective pricing based on usage and customer interaction volume, making it suitable for businesses of all sizes. Primary Value and Solutions: Dori addresses the challenge of providing consistent, high-quality customer support in the e-commerce sector. By automating customer interactions, it ensures 24/7 availability, reduces operational costs, and enhances the shopping experience through personalized engagement. This leads to increased customer satisfaction, higher conversion rates, and scalable growth for businesses without the need for extensive customer service teams.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Dori Chatbot?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Dori Chatbot?

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