Best Emerging AI Software - Page 9

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.

Inventive

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 enhance customer experiences, enabling users to analyze data, solve complex problems, and make informed decisions more efficiently.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind Inventive?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Inventive?

Job Match Pro

Job Match Pro is an AI-powered job matching platform that analyzes resumes and connects job seekers with relevant opportunities from platforms such as Naukri, Foundit, and LinkedIn. The software scans job listings to provide recommendations based on qualifications and career goals, streamlining the search process by filtering out irrelevant positions. The platform alerts users to new postings within a specific timeframe, which can increase the likelihood of being shortlisted. Job Match Pro also includes resume optimization capabilities that analyze job descriptions and suggest keywords to improve compatibility with applicant tracking systems, potentially enhancing visibility to employers. The software automates job matching and resume enhancement, allowing users to concentrate on applying to positions that align with their skills and experience.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Job Match Pro?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Job Match Pro?

Kali

Kali Linux is an open-source, Debian-based distribution tailored for information security tasks such as penetration testing, security research, computer forensics, and reverse engineering. It provides a comprehensive suite of tools and configurations, enabling professionals and enthusiasts to assess and enhance system security effectively. Key Features and Functionality: - Extensive Toolset: Kali Linux includes hundreds of pre-installed tools for various security tasks, including information gathering, vulnerability analysis, wireless attacks, and exploitation. - Multi-Platform Support: It is compatible with multiple platforms, including desktops, laptops, servers, virtual machines, ARM devices like Raspberry Pi, and cloud environments. - Customization: Users can customize Kali Linux through metapackages and a documented ISO customization process, allowing the creation of tailored versions to meet specific needs. - Live USB Boot with Persistence: Kali can be run directly from a USB device without installation, with options for persistent storage to retain data across sessions. - Kali Undercover Mode: This feature enables users to switch to a Windows-like interface to avoid attention in public settings. - Kali NetHunter: A mobile penetration testing platform for Android devices, providing a portable security assessment toolkit. - Win-KeX: Offers a seamless integration of Kali Linux on Windows Subsystem for Linux (WSL), providing a full Kali desktop experience within Windows. Primary Value and User Solutions: Kali Linux serves as a comprehensive platform for security professionals and enthusiasts to conduct thorough security assessments and penetration tests. By offering a vast array of pre-configured tools and a flexible environment, it streamlines the process of identifying and addressing vulnerabilities, thereby enhancing the overall security posture of systems and networks. Its adaptability across various platforms ensures that users can perform security tasks in diverse environments, from desktops to mobile devices and cloud infrastructures.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Kali?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Kali?

Kipo AI

Kipo AI is an AI platform for sourcing and procurement. The platform automates supplier discovery, risk monitoring, second sourcing, and purchasing, enabling organizations to reduce costs, enhance supplier performance, and expedite procurement workflows. Key Features and Functionality: - Discovery & Research: AI agents identify parts and suppliers that align with specific technical requirements and supply chain constraints, presenting qualified options from a vast network of suppliers within minutes. - Supplier Risk & Performance: The platform monitors and mitigates supply chain risks, resolves disruptions, and evaluates vendor performance, helping to avoid downtime and consolidate redundant parts across multiple Bills of Material. - RFQ, Bidding, & Negotiation: Kipo AI automates the process of requesting quotes, assessing bids, and negotiating with suppliers, thereby enhancing competition and supporting buyers with market research and cost analysis. - Procurement Automation: Routine purchasing and material planning workflows are automated and integrated with ERP systems, allowing buyers to focus on strategic initiatives. Primary Value and User Benefits: Kipo AI transforms procurement from a potential bottleneck into a competitive advantage. Customers report significant reductions in production delays, decreased direct and indirect spend, and accelerated time to market. The platform's deep supplier intelligence, hands-free automation, and minimal integration effort empower procurement teams to operate more efficiently without sacrificing control.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Kipo AI?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Kipo AI?

Laburen.com

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, logistics, and enterprise management. Unlike traditional AI chatbots, Laburen's AI Employees are capable of learning and continuously improving, enabling businesses to enhance productivity, reduce costs, and deliver superior customer service. Key Features and Functionality: - No-Code AI Employee Creation: Users can develop AI Employees without any programming knowledge, facilitating quick deployment and ease of use. - Seamless Integrations: The platform connects with a wide range of systems, including CRMs, ERPs, and tools without APIs, ensuring comprehensive automation capabilities. - Personalization: AI Employees can be customized in tone, personality, and responses to align with the brand's voice and customer engagement strategies. - Continuous Optimization: Through machine learning, AI Employees improve over time by adapting to new tasks and refining responses based on previous interactions. - 24/7 Technical Support: Laburen.com offers round-the-clock support with a team of experts to assist users at any time. Primary Value and Solutions Provided: Laburen.com addresses the need for businesses to automate and optimize their operations without requiring technical expertise. By deploying AI Employees, companies can: - Enhance Productivity: Automate repetitive tasks, allowing human employees to focus on strategic initiatives. - Reduce Operational Costs: Minimize expenses associated with manual processes and human errors. - Improve Customer Experience: Provide prompt and personalized responses to customer inquiries, leading to higher satisfaction and loyalty. - Achieve Scalability: Easily scale operations by adding new AI Employees and automating additional areas without technical complications. Laburen.com empowers businesses to leverage artificial intelligence effectively, transforming their operations and driving growth through intelligent automation.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Laburen.com?

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Do G2 Reviewers Say About Laburen.com?

AI-generated summary from verified user reviews

Pros
  • Users find Laburen.com easy to use, enabling efficient and scalable AI agent creation for their businesses.
  • Users value the efficiency of Laburen.com, enabling streamlined operations and sustainable scalability for their businesses.
  • Users appreciate the implementation ease of Laburen.com, facilitating efficient and scalable AI agent creation for businesses.
  • Users appreciate the time-saving capabilities of Laburen.com, enabling efficient and effective business operations with ease.
  • Users appreciate the effective sales process of Laburen.com, which significantly enhances client ROI on campaigns.

What Are Recent G2 Reviews of Laburen.com?

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: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Legacyleap?

  • Seller: Legacyleap
  • Year Founded: 2025
  • HQ Location: Plano, Texas, USA
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Legacyleap?

ObfusCat

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

Average Rating: 3.5/5.0

Total Reviews: 2

Who Is the Company Behind ObfusCat?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About ObfusCat?

AI-generated summary from verified user reviews

Pros
  • Users find ObfusCat to be easy to integrate and use, enhancing security for their code and software.
  • Users find ObfusCat easy to integrate, enhancing security and privacy for various software products seamlessly.
  • Users find ObfusCat to be extremely helpful for enhancing code security and simplifying integration across software products.
  • Users find ObfusCat to be extremely helpful for enhancing code security and privacy with easy integration.
  • Users appreciate the simple and native UI of ObfusCat, ensuring smooth performance on Macs.
Cons
  • Users find the system prompt ineffective, often leading to frustration and dissatisfaction with ObfusCat's performance.

What Are Recent G2 Reviews of ObfusCat?

Progress Agentic RAG

Progress Agentic RAG is a specialized Software as a Service (SaaS) solution designed to assist businesses in automatically indexing various forms of unstructured data, including documents, files, videos, and audio. This innovative platform features a modular, end-to-end retrieval-augmented generation (RAG) pipeline that effectively transforms unstructured data into verifiable, context-aware answers. By integrating retrieval, validation, and automation into existing workflows, Progress Agentic RAG elevates generative AI from a standalone experiment to a reliable, integrated system that enhances productivity and return on investment (ROI). The modular RAG pipeline is a standout feature of Progress Agentic RAG, enabling rapid and flexible AI deployments without the need for extensive engineering resources. Its fully integrated no-code and low-code design allows users to easily implement ingestion, retrieval, and generation capabilities tailored to their specific needs. This adaptability makes it accessible to a wide range of users, from technical teams to business professionals seeking to leverage AI without deep technical expertise. Targeted at organizations looking to enhance their AI initiatives, Progress Agentic RAG employs advanced retrieval strategies to deliver precise, context-rich answers. With over 30 retrieval strategies, including semantic search, exact match, neighboring paragraph retrieval, and knowledge graph hops, users can access information that is not only accurate but also traceable to its source. This level of detail is crucial for businesses that require reliable data for decision-making and compliance purposes. Another key aspect of Progress Agentic RAG is its semantic chunking and smart segmentation capabilities. By breaking content into semantically coherent units, such as paragraphs or video segments, the solution preserves meaning and reduces noise, ultimately improving answer quality. This approach enhances retrieval accuracy and ensures that users receive contextually relevant information, which is vital in today’s data-driven landscape. Additionally, the platform’s source traceability and citation features build trust in AI-generated answers. By providing included metadata and direct citations, users can verify the origin of responses, supporting compliance and audit requirements. The LLM-agnostic architecture further enhances the solution's flexibility, allowing organizations to choose AI models based on performance, privacy, or budget without the need for retraining or reindexing. This versatility positions Progress Agentic RAG as a valuable tool for businesses seeking to harness the power of AI while maintaining control over their data and costs.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind Progress Agentic RAG?

  • Seller: Progress Software
  • Company Website:
  • Year Founded: 1981
  • HQ Location: Burlington, MA.
  • Twitter: @ProgressSW
    48,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,205 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Progress Agentic RAG?

SD Elements

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. SD Elements generates and tracks granular controls with a flexible rule- based engine and integrates those controls into ALMs and enterprise workflows used by development teams, including those leveraging DevOps. SD Elements also delivers Just-In-Time training to developers, providing concise, contextual guidance on how to implement controls right when they need it.

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind SD Elements?

  • Seller: Security Compass
  • Year Founded: 2004
  • HQ Location: Toronto, Ontario, Canada
  • Twitter: @securitycompass
    1,217 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    266 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Do G2 Reviewers Say About SD Elements?

AI-generated summary from verified user reviews

Pros
  • Users value the automation of software security requirements, enhancing project efficiency and minimizing vulnerabilities effectively.
  • Users praise the ease of use of SD Elements, benefiting from seamless integration and streamlined security processes.
  • Users value the easy integrations of SD Elements, which seamlessly connect security with development processes.
  • Users value the automation of security requirements, enhancing project safety and streamlining the development process.
  • Users appreciate the automation of software security requirements that enhances focus on manual testing and reduces vulnerabilities.
Cons
  • Users find the inadequate security of SD Elements leads to excessive restrictions, impacting usability and workflow efficiency.
  • Users find limited functionality in SD Elements, making it unsuitable for all technology requirements.

What Are Recent G2 Reviews of SD Elements?

Spark

SPARK turns big goals into daily missions and gives you the tools to finish them | AI chat, code editor, video studio, calendar, and content tools in one workspace.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Spark?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Spark?

StrongestLayer

StrongestLayer is an API-based Integrated Cloud Email Security (ICES) platform that uses true Agentic AI Phishing Detection to stop autonomous cyber attacks. Built for modern Security Operations Centers (SOCs), StrongestLayer catches the advanced, polymorphic Business Email Compromise (BEC) that bypasses legacy Secure Email Gateways (SEGs). Unlike traditional "black box" machine learning tools that generate unexplainable risk scores and cause severe alert fatigue, StrongestLayer's TRACE engine acts as a defensive reasoning agent. It analyzes the relational context, linguistic baseline, and intent of every email. Key Differentiators: Explainable AI (XAI): We don't just block emails; we provide a plain-text, human-readable explanation of exactly why the threat was stopped (e.g., highlighting a 92% tone deviation and anomalous routing). The 1% Rule: By providing actionable XAI context, StrongestLayer reduces 15-minute manual investigations down to 2 minutes, dropping the false-positive rate to under 1%. Augment, Don't Replace: StrongestLayer deploys globally via OAuth in under 5 minutes without requiring any MX record changes. Keep your existing SEG to filter spam, and let StrongestLayer catch the targeted, polymorphic threats that slip through.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind StrongestLayer?

  • Seller: StrongestLayer
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of StrongestLayer?

SymphonyAI Sensa

SymphonyAI is the global leader in AI-powered financial crime detection and investigation solutions covering every aspect of the customer lifecycle. Including KYC/CDD, Sanctions Screening, AML, and Payment Fraud, we provide transformational SaaS solutions that enable organizations to combat financial crime like never before. We’re trusted by over a third of the world’s biggest banks because our award-winning technology helps solve their biggest compliance challenges, delivering unique capabilities and remarkable efficiencies.

Average Rating: 3.5/5.0

Total Reviews: 2

Who Is the Company Behind SymphonyAI Sensa?

  • Seller: SymphonyAI
  • Year Founded: 2017
  • HQ Location: Palo Alto, California
  • Twitter: @SymphonySummit
    470 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,086 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Do G2 Reviewers Say About SymphonyAI Sensa?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the analysis efficiency of SymphonyAI Sensa, enabling effective decision-making through actionable insights and data governance.
  • Users appreciate the ease of use of SymphonyAI Sensa, finding it accessible for all industries, including small businesses.
  • Users value the innovative solutions of SymphonyAI Sensa, facilitating data insights across various industries and businesses.
  • Users value the actionable insights provided by SymphonyAI Sensa, enhancing decision-making and data governance for all businesses.
  • Users value the effective problem-solving of SymphonyAI Sensa, enabling better insights and decision-making across industries.

What Are Recent G2 Reviews of SymphonyAI Sensa?

Tempus

Tempus has built the world’s largest library of clinical & molecular data and an operating system to make that data accessible and useful, starting with cancer.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Tempus?

  • Seller: Tempus
  • Year Founded: 2015
  • HQ Location: Chicago, US
  • LinkedIn® Page: www.linkedin.com
    2,825 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Tempus?

Unlearn.AI

Unlearn.AI is at the forefront of integrating artificial intelligence into clinical research by developing AI-powered digital twins of patients. These digital replicas simulate individual health trajectories, enabling healthcare professionals to predict patient outcomes and compare potential treatment effects. By leveraging this technology, Unlearn.AI aims to eliminate trial and error in medicine, transforming clinical trials into more efficient, patient-centric processes.

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind Unlearn.AI?

  • Seller: Unlearn
  • Year Founded: 2017
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    70 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Unlearn.AI?

Vanna AI

Vanna generates AI-powered SQL for your Snowflake Database.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Vanna AI?

  • Seller: Vanna AI
  • Year Founded: 2023
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Do G2 Reviewers Say About Vanna AI?

AI-generated summary from verified user reviews

Pros
  • Users value the high accuracy of responses from Vanna AI, streamlining the querying process and saving time.
  • Users appreciate the accurate natural language to SQL conversion of Vanna AI, significantly saving time on tasks.
  • Users appreciate the ease of use of Vanna AI, allowing non-technical users to query databases effortlessly.
  • Users value the strong memory retention of Vanna AI, ensuring accurate responses to their queries in plain language.
  • Users value Vanna AI for its ability to allow easy natural language queries with high accuracy and self-hosting options.
Cons
  • Users often experience complexity issues leading to incorrect queries and subpar visualizations in Vanna AI.
  • Users experience inaccurate results due to complex scenarios generating incorrect queries and basic visualizations.
  • Users note the limited multimedia support, with basic visualizations that fail to enhance the overall experience.
  • Users find that poor coding requires additional effort for training the model and refining outputs.
  • Users find the poor interface design of Vanna AI hampers usability and requires additional refinements for better output.

What Are Recent G2 Reviews of Vanna AI?

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