Best Emerging AI Software - Page 30

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.

AgentCraft

AgentCraft is a no-code platform that enables users to transform their existing n8n workflows into fully operational SaaS products. By providing the necessary infrastructure, AgentCraft allows for the seamless conversion of automation workflows into scalable, subscription-based services without the need for manual configuration or coding. Key Features and Functionality: - Monetization of Automations: Convert n8n workflows into profitable SaaS offerings, allowing users to generate revenue from their automation solutions. - Simplified Setup: Eliminate the need for coding or infrastructure management, enabling users to focus on their core business processes. - Automatic Scaling: Effortlessly handle an unlimited number of customers without manual configuration, ensuring smooth scalability. - Rapid Deployment: Launch SaaS products within hours, significantly reducing the time-to-market compared to traditional development methods. Primary Value and Problem Solved: AgentCraft addresses the challenge of converting complex automation workflows into marketable SaaS products by offering a streamlined, no-code solution. It empowers users to monetize their existing n8n workflows, transition from time-based to subscription-based revenue models, and build scalable businesses with recurring monthly income. By simplifying the technical setup and management, AgentCraft enables users to focus on delivering value to their customers without the overhead of traditional software development.

Who Is the Company Behind AgentCraft?

AgentHR

AgentHR is an AI-powered recruitment and human resources platform designed to streamline the hiring process through automation and intelligent analysis. By leveraging advanced technologies, AgentHR enhances efficiency in candidate screening, interviewing, and overall HR management. Key Features and Functionality: - AI CV Screening: Automatically evaluates resumes, extracting skills, experience, and education to match candidates against job requirements. - Automated AI Interviews: Conducts structured interviews using AI to assess communication skills, role fit, and cultural alignment. - Candidate Pipeline Management: Provides a visual drag-and-drop interface for managing the hiring pipeline, facilitating seamless tracking of candidate progress. - Embeddable Hiring Widget: Integrates a customizable widget into company websites, allowing for direct application submissions. - Multi-Tenant Architecture: Supports multiple clients or departments within a single platform, making it suitable for SaaS deployment. - REST API Integration: Offers a RESTful API for seamless integration with external systems and services. - SIP Engine Plugin: Allows the use of custom SIP providers for communication needs. - Multi-Payment Gateway Support: Accommodates various payment gateways for flexible billing options. - Admin Panel: Provides comprehensive control over the platform, including user management and system settings. - Credit-Based Billing System: Implements a billing system based on credits, enabling scalable usage and cost management. - Self-Hosted Deployment: Allows organizations to host the platform on their own infrastructure, ensuring data control and security. Primary Value and Solutions Provided: AgentHR addresses common challenges in the recruitment process by automating time-consuming tasks such as resume screening and initial interviews. This automation reduces manual effort, accelerates the hiring timeline, and enhances the quality of hires by leveraging AI-driven insights. The platform's comprehensive features support efficient candidate management, improve decision-making through data analytics, and offer flexibility through customizable integrations and deployment options. By streamlining HR operations, AgentHR enables organizations to focus more on strategic initiatives and less on administrative tasks.

Who Is the Company Behind AgentHR?

  • Seller: Agenthr
  • Year Founded: 2026
  • HQ Location: Dubai, AE
  • LinkedIn® Page: in.linkedin.com
    1 employees on LinkedIn®

Agentic AI

Agentic AI, developed by Coveo, is an advanced artificial intelligence solution designed to enhance enterprise applications by enabling autonomous decision-making and personalized user experiences. By integrating Agentic AI, organizations can transform their digital interactions, ensuring that every customer and employee engagement is contextually relevant and tailored to individual needs.

Who Is the Company Behind Agentic AI?

  • Seller: Coveo Solutions Inc
  • Year Founded: 2005
  • HQ Location: Quebec City, Canada
  • Twitter: @coveo
    4,300 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    828 employees on LinkedIn®

Agentic AI for Information Retrieval

VividCloud's 'Agentic AI for Information Retrieval' is an advanced ReAct AI platform designed to enhance information access within organizations. By integrating conversational interfaces with real-time data retrieval, it enables users to interact naturally and obtain contextually accurate responses, making it ideal for knowledge-driven environments. Fully deployed on AWS, the solution leverages key AWS services to ensure scalability, security, and automation. Key Features and Functionality: - Agent-Based Data Collectors: Utilizes ReAct Agents that autonomously interact with SQL databases, combining reasoning and action to manage database operations effectively. - Real-Time Knowledge Retrieval: Employs Retrieval-Augmented Generation (RAG) to fetch relevant information from knowledge bases during conversations. - Conversational Interactions: Allows users to pose natural language queries and receive precise answers enriched with corporate knowledge. - Advanced Metadata Filtering: Tags and filters data based on metadata, ensuring retrieval of the most pertinent information. - History-Aware Retriever: Considers conversational history to provide context-aware responses, enhancing user experience. - Customizable Information Retrieval: Offers flexibility in configuring document ingestion, retrieval parameters, and role-based access controls to meet specific organizational needs. - Customizable UI: Provides a chat client or preferred user interface that can be tailored to reflect the organization's brand. - Cost Control: Incorporates token, user, and role-based limitations to manage API usage and prevent excessive costs. - Fully Automated Deployment: Uses Infrastructure as Code (IaC) for easy replication, deployment, and management, reducing manual configuration errors. - User Authentication and Access Control: Integrates with AWS Cognito and corporate Single Sign-On (SSO) systems for secure and seamless user authentication. - Data Protection: Ensures secure storage of sensitive data, such as conversation histories and document embeddings, with encryption at rest and in transit. Primary Value and Problem Solved: The 'Agentic AI for Information Retrieval' solution streamlines access to vast datasets, including databases and document repositories, by providing a conversational AI interface. This enhances user experience and accelerates decision-making processes. By integrating advanced AI capabilities with real-time data retrieval, it addresses the challenge of efficiently accessing and utilizing large volumes of information, thereby improving productivity and operational efficiency within organizations.

Who Is the Company Behind Agentic AI for Information Retrieval?

  • Seller: VividCloud
  • Year Founded: 2018
  • HQ Location: Brunswick, US
  • Twitter: @engineeredhere
    3 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    53 employees on LinkedIn®

Agentic Biometric Authentication

Agentic Biometric Authentication-as-a-Service is an innovative biometric AI agent developed by Nayutam&Co., integrating advanced biometrics with proprietary identifier generation technology. This service enables secure and highly accurate authentication, even in the user's absence, significantly enhancing the convenience and reliability of personal AI agents. Key Features and Functionality: - DNA Sequence Identifier: Generates and authenticates DNA-type identifiers from palm biological data, allowing autonomous biometric authentication without the user's presence. - Patented Technology: Utilizes identifiers with sequence structures akin to human DNA, enabling AI agent authentication through methods similar to human DNA testing. This cutting-edge technology was patented in Japan (Patent No. 7659790) on April 2, 2025. - High Authentication Accuracy: Achieves authentication accuracy comparable to traditional palm authentication, with a False Rejection Rate (FRR) of 0.2% or less and a False Acceptance Rate (FAR) of 0.0002% or less. DNA-type identifiers can be reissued multiple times, akin to one-time passwords, enhancing resistance to hacking and identity theft. Primary Value and User Solutions: Agentic Biometric Authentication-as-a-Service addresses the need for secure, reliable, and user-independent authentication in the realm of personal AI agents. By enabling autonomous biometric verification through DNA-type identifiers, it ensures that AI agents can operate securely and accurately without direct user involvement. This advancement is particularly beneficial for corporate digital transformation (DX), trusted knowledge markets, generative AI applications, and the integration of AI agents within Web 3.0 environments. The service's high authentication accuracy and resistance to security threats provide users with a trustworthy solution for managing and sharing intelligence among personal AI agents.

Who Is the Company Behind Agentic Biometric Authentication?

Agentic Marketing Technologies

AMT is an AI-powered platform that helps brands turn creator marketing into a scalable, repeatable growth channel. Instead of running one-off influencer campaigns that feel disconnected and hard to measure, AMT focuses on the systems behind high-performing creator programs, combining intelligent discovery with end-to-end campaign execution. At the core of the platform is AMT’s Creator Discovery Agent. Rather than relying on filters, static databases, or surface-level metrics, the agent learns what actually makes a creator a strong fit for your brand. It asks the right questions upfront, understands your positioning, and defines what “good” looks like in context. From there, it continuously sources, analyzes, and vets creators based on content quality, audience alignment, and brand fit. The result is not just a list of names, but a pipeline of fully qualified creators with clear reasoning behind every recommendation. Once creators are identified, AMT Campaigns provide the structure to turn discovery into consistent output. Brands can launch campaigns across gifting, paid partnerships, affiliate, or UGC workflows, depending on their goals. AMT manages outreach, negotiations, deliverables, and timelines, while ensuring usage rights are secured upfront so content can be repurposed across paid and owned channels. As campaigns run, brands are not starting from scratch each time. High-performing creators are retained, relationships are built, and partnerships can be scaled over time. This creates continuity across campaigns and allows brands to develop a reliable engine for producing content and driving performance. AMT also centralizes everything in one place, from creator sourcing and communication to content tracking and performance visibility. This reduces operational overhead and gives teams a clear view of what is working, without relying on fragmented tools or manual workflows. For growth teams, AMT shifts creator marketing from a time-intensive, campaign-based effort into an always-on system that drives content, performance, and long-term brand value.

Who Is the Company Behind Agentic Marketing Technologies?

Agentic Workers

Agentic Workers is a comprehensive platform designed to enhance productivity by offering a diverse library of AI-driven tools and workflows. These tools are tailored to automate tasks, streamline processes, and provide intelligent solutions across various domains, making AI accessible and practical for everyday users. Key Features and Functionality: - Extensive AI Tool Library: Agentic Workers provides a wide range of AI-powered tools, including the AI Humanizer, Song Maker, AI Detection Bypass Rewriter, and Procrastination Buster Toolkit. Each tool is crafted to address specific needs, from content creation to productivity enhancement. - Optimized Prompt Chains: The platform utilizes expertly developed prompt chains that combine multiple optimized prompts, ensuring high-quality and consistent outputs across various AI models. - User-Friendly Automation: With a focus on making AI approachable, Agentic Workers offers intuitive workflows that require minimal setup, allowing users to automate tasks efficiently without extensive technical knowledge. - Customization and Flexibility: Users can tailor tools and workflows to their specific requirements, ensuring that the solutions provided align with individual or organizational goals. Primary Value and Problem Solving: Agentic Workers addresses the challenge of integrating AI into daily tasks by providing a platform that simplifies automation and enhances productivity. By offering a curated selection of AI tools and workflows, it empowers users to work smarter, not harder, effectively reducing the time and effort required for various tasks. This approach democratizes access to AI technologies, enabling individuals and businesses to leverage advanced solutions without the need for specialized expertise.

Who Is the Company Behind Agentic Workers?

Agentin AI

Agentin AI is an enterprise software automation platform that leverages artificial intelligence to streamline the Quote to Cash (QTC) process by integrating Salesforce and SAP systems. By automating complex workflows, Agentin AI reduces manual tasks and minimizes errors, enhancing operational efficiency. Key Features and Functionality: - Contract to Order Automation: AI agents parse Salesforce contracts, validate them against SAP item masters, and automatically create orders with 99.9% accuracy. - Smart Credit Checks: The platform performs real-time risk assessments by combining SAP payment histories with external data, enabling the auto-approval of 70% of orders. - Fulfillment AI: Agentin AI manages Available-to-Promise (ATP) checks in SAP, selects appropriate carriers, and provides proactive shipment tracking updates. - Auto-Reconciliation: The system automatically matches payments to open invoices with high accuracy, even when references are missing. Primary Value and User Benefits: Agentin AI addresses key challenges in enterprise software integration by significantly improving the QTC cycle time, reducing order errors, and eliminating manual touchpoints. By automating over 450 QTC tasks, the platform transforms enterprise workflows, leading to faster processing times, enhanced accuracy, and reduced manual intervention.

Who Is the Company Behind Agentin AI?

AgentiveAI

Agentive is an AI-driven platform designed to streamline the auditing process by automating client requests and testing procedures. It offers a collaborative workspace where auditors and clients can manage engagements efficiently, ensuring clarity and reducing manual efforts. By integrating advanced AI capabilities, Agentive enhances the accuracy and speed of audit tasks, transforming traditional auditing into a more intuitive and effective experience. Key Features and Functionality: - Client Request Management: Centralized platform for auditors and clients to collaborate on engagement requests, tasks, and testing. - Visual Status Updates: Provides clear, at-a-glance insights into the current status of engagements for both clients and auditors. - Audit-Centric Requests: Tailored specifically for the audit process, ensuring requests are straightforward and easy to navigate. - Activity Logs: Comprehensive tracking of all engagement activities, from initial requests to testing outcomes. - Notification Summaries: Configurable email summaries to keep all parties informed about engagement activities. - AI Copilot: An AI-powered assistant that aids auditors by automating tasks and providing intelligent insights. - Agentive Auditing: AI agents execute audit procedures upon client document uploads, aligning with firm-specific test instructions. - Excel Integration: Seamless export of workpapers, audit evidence, and documentation to Excel for enhanced collaboration. Primary Value and Solutions Provided: Agentive addresses the complexities and inefficiencies inherent in traditional auditing by introducing automation and AI-driven solutions. It simplifies client-auditor interactions, reduces manual workload, and enhances the accuracy and speed of audit procedures. By providing a centralized, intuitive platform, Agentive ensures that audits are more efficient, transparent, and client-centric, ultimately leading to improved satisfaction for both auditors and their clients.

Who Is the Company Behind AgentiveAI?

AgentKit

AgentKit is a TypeScript library designed to facilitate the creation and orchestration of AI agents, ranging from simple model inference calls to complex multi-agent systems utilizing various tools. With a focus on orchestration, AgentKit empowers developers to build, test, and deploy reliable AI applications at scale. Key Features and Functionality: - Composable Primitives: Provides simple and modular components to construct AI agents, from basic support agents to semi-autonomous coding agents. - Model Support: Compatible with OpenAI, Anthropic, Gemini, and all OpenAI API-compatible models, offering flexibility in model selection. - Tool Integration: Features a robust API for building tools, including support for MCP as tools, enhancing agent capabilities. - Library and Product Integration: Seamlessly integrates with popular AI libraries and products such as E2B, Browserbase, and Smithery, facilitating a cohesive development environment. - UI Streaming: Enables live updates to user interfaces, enhancing real-time interaction and responsiveness. - Local Development Support: Offers local live traces and input/output logs when combined with the Inngest Dev Server, streamlining the development and debugging process. Primary Value and User Solutions: AgentKit addresses the complexities involved in developing AI applications by providing a structured framework that simplifies the orchestration of AI agents. It allows developers to compose single-agent systems or entire networks of agents that collaborate effectively. By managing components such as agents, networks, routers, and state, AgentKit ensures that AI workflows are dynamic, customizable at runtime, and capable of handling complex tasks efficiently. This comprehensive approach reduces development time, enhances scalability, and ensures the reliability of AI applications.

Who Is the Company Behind AgentKit?

Agently

Agently is an AI application development framework designed to streamline the creation of AI-driven applications. It offers a seamless development experience by enabling developers to integrate various AI models effortlessly, reducing costs and enhancing efficiency. With Agently, tasks that typically require advanced models like GPT-4 can be accomplished using more cost-effective alternatives, achieving up to a 99% reduction in expenses. The framework supports flexible model switching without disrupting business logic, provides enhanced control over model outputs, and facilitates the orchestration of complex workflows through intuitive code-based configurations. Its developer-friendly syntax allows for a focus on business logic, minimizing extraneous considerations and promoting a smooth development process. Key Features and Functionality: - AnyModel: Seamless integration and switching between various AI models without impacting business logic. - AgenticRequest: Enhanced control over model outputs, achieving over 90% success in structured data generation. - Workflow: Robust and user-friendly workflow programming, supporting complex structures like loops, parallel branches, and conditional distributions. - Agently Instant: Combines structured and streaming outputs, improving execution efficiency by up to 55%. Primary Value and Problem Solved: Agently addresses the challenges of developing AI applications by providing a flexible and efficient framework that simplifies model integration and workflow management. It enables developers to utilize cost-effective models for tasks traditionally requiring more expensive options, significantly reducing development costs. By offering intuitive syntax and robust features, Agently allows developers to focus on business logic, accelerating the development process and enhancing productivity.

Who Is the Company Behind Agently?

AgentMail

AgentMail is an API-first email platform specifically designed for AI agents, enabling them to autonomously send, receive, and process emails. Unlike traditional email services tailored for human use, AgentMail provides scalable, programmatic inbox creation and management, allowing developers to equip AI agents with unique email identities. This facilitates seamless integration with third-party services and enhances the agents' ability to perform tasks such as account creation, customer support, and sales outreach. Key Features and Functionality: - Optimized Email Deliverability: Ensures high availability and fault-tolerant email delivery with built-in SPF, DKIM, and DMARC protection. - Developer-Centric Design: Offers a well-documented API and SDKs for easy integration with various tools and platforms. - Scalable Inbox Management: Allows the creation of unlimited agent inboxes with flexible, usage-based pricing, eliminating the need for fixed subscription fees. - Identity and Authentication: Empowers agents with their own email identities, facilitating seamless third-party integrations without the complexities of multi-factor authentication or OAuth. - Custom Domains: Supports the setup of custom domains for agents' email identities, enhancing brand consistency and trust. - Smart Parsing: Automatically parses and structures email content, including HTML bodies and attachments, streamlining data extraction and processing. - Framework Integration: Integrates with popular frameworks like Langchain, Llamaindex, and CrewAI, ensuring a seamless development experience. - API-First Approach: Provides a simple, well-documented API designed for easy integration with AI systems, supporting features like webhooks and websockets for real-time event handling. Primary Value and Problem Solved: AgentMail addresses the limitations of traditional email services when applied to AI agents. By offering programmatic inbox creation, scalable infrastructure, and AI-native features, it enables developers to build agents capable of autonomous email communication. This capability is essential for automating workflows such as customer support, sales outreach, and account management, where agents need to interact with users and services via email. By providing a dedicated email infrastructure for AI agents, AgentMail enhances their functionality, scalability, and integration capabilities, ultimately improving efficiency and effectiveness in various applications.

Who Is the Company Behind AgentMail?

Agentsmith

Agentsmith makes it easier for non-technical prompt authors to write templated prompts and hand them off to engineers seamlessly through GitHub. - author flexible and re-usable prompts with jinja syntax - our editor interface automatically extracts typed variables - built on top of OpenRouter, easily test or switch to any LLM - syncs prompts as template files to a pull request in your GitHub repo - sync goes both ways, you push changes to git if you prefer - the sync engine also generates types ensure correct prompt compilation at build-time

Who Is the Company Behind Agentsmith?

AgentStation

AgentStation is a serverless platform that provides virtual workstations for AI agents, enabling them to perform tasks traditionally executed by humans on computers. These virtual environments allow AI agents to use browsers, participate in online meetings, execute code, and more, effectively bridging the gap between AI models and real-world applications. Key Features and Functionality: - Browser Automation: Agents can control multiple browser tabs, execute complex web interactions, capture screenshots, and navigate websites autonomously. - Voice Capabilities: The platform offers natural-sounding text-to-speech, real-time speech recognition, and support for interactive voice conversations, enabling agents to engage in voice interactions seamlessly. - Online Meeting Integration: Agents can join and host Zoom meetings, manage participants, share screens, and record sessions, facilitating AI participation in virtual meetings. - Code Execution: Agents can write and run scripts in languages like Python, Golang, and NodeJS, allowing for dynamic code execution within the virtual workstation. - Recording and Livestreaming: The platform supports recording and livestreaming of workstation sessions, capturing both audio and video activities for later review or real-time sharing. Primary Value and Problem Solved: AgentStation addresses the challenge of translating AI model intelligence into actionable tasks by providing virtual workstations that AI agents can control via a simple API. This infrastructure enables developers to build AI agents capable of performing complex tasks such as web automation, voice interactions, and online meeting participation without the need for extensive custom development. By offering a scalable and flexible environment, AgentStation empowers developers to create sophisticated AI-driven applications that can operate autonomously in real-world scenarios.

Who Is the Company Behind AgentStation?

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