Best Emerging AI Software
Emerging AI software represents innovative, AI-first solutions that extend beyond traditional AI classifications and existing G2 categories. These products leverage advanced generative AI, agentic AI capabilities, machine learning (ML), deep learning, and related technologies to address novel challenges and create unique user experiences.
Emerging AI software is widely applied across industries and drives digital transformation through real-time data analytics, predictive modeling, and automated decision-making. These tools often integrate with technologies like conversational intelligence software, natural language processing (NLP) software, and computer vision to enhance their impact.
To qualify for inclusion in the Emerging AI category, a product must:
Best Emerging AI Software At A Glance
G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
A weekly snapshot of rising stars, new launches, and what everyone's buzzing about.
- Overview
- Pros and Cons
- Seller Details
Algolia empowers businesses to deliver lightning-fast, AI-driven search and discovery experiences that convert. Trusted by over 18,000 companies and 500,000 developers, Algolia’s API-first platform ha
- CTO
- Software Engineer
- Computer Software
- Retail
- 60% Small-Business
- 29% Mid-Market
25,577 Twitter followers
- Overview
- Seller Details
"Leo is like a super-engineer who has been in my company since day one, read all the professional literature, and now stands behind my shoulder all day long.” Leo™ is the world’s first AI for Mec
- Mechanical or Industrial Engineering
- 59% Small-Business
- 31% Mid-Market
- Overview
- Pros and Cons
- Seller Details
First introduced in 2019, Megatron sparked a wave of innovation in the AI community, enabling researchers and developers to utilize the underpinnings of this library to further LLM advancements. Today
- 69% Small-Business
- 19% Mid-Market
2,420,180 Twitter followers
- Overview
- Seller Details
Atria is a creative management platform that covers your entire ad workflow. Unlike other tools that only handle one piece of the puzzle, Atria's AI lets you flow from ad ideation to generating assets
- Marketing and Advertising
- 95% Small-Business
- 5% Mid-Market
- Overview
- Seller Details
Nagent AI — Agent Marketplace Your on-demand library of expert-built AI agents. What it is The Nagent AI Agent Marketplace is a cloud-based catalog where you can discover, test, and deploy hundre
- 64% Small-Business
- 27% Mid-Market
- Overview
- Seller Details
Precedent is a legal technology platform built specifically for personal injury law firms. Our tools streamline the most time-consuming parts of the settlement process—from claim setup and policy veri
- Legal Services
- 82% Mid-Market
- 18% Small-Business
- Overview
- Seller Details
Write complete book manuscripts, generate 200+ page research reports with citations, transcribe video, create blog posts, chat and repurpose content for any audience powered by AI.
- 80% Small-Business
- 20% Mid-Market
- Overview
- Seller Details
Intelligent Media Search by Gyrus is an AI-powered solution that enables fast, accurate, and context-aware search across large video archives - without relying on manual tagging or metadata. Designed
- 44% Mid-Market
- 33% Small-Business
138 Twitter followers
- Overview
- Pros and Cons
- Seller Details
Teamsmart.ai represents the next generation of AI assistants, built upon scientific research. It is designed to be accessible through a chat interface and a Chrome extension. Teamsmart boasts impressi
- 56% Small-Business
- 33% Mid-Market
- Overview
- Seller Details
Arkham is a Data & AI Platform that helps mid-market and large enterprises: -Unify fragmented systems and data -Build a single source of trusted operational metrics -Solve complex challenges
- 100% Mid-Market
- Overview
- Seller Details
Humanizer.org is an advanced AI humanizer, reshaping AI-generated content into engaging, authentic language. Through the analysis of countless data points, it emulates human conversational patterns, e
- 50% Mid-Market
- 50% Small-Business
- Overview
- Pros and Cons
- Seller Details
SMS-iT (SE-Mi Sentient iT) is an advanced Agentic AI-powered RAAS (Results-as-a-Service) platform designed to automate and streamline business operations across sales, marketing, and management. U
- 75% Small-Business
- 13% Mid-Market
150 Twitter followers
- Overview
- Seller Details
Milestone leads global organizations through their movement towards GenAI adoption, taking them from the trial phase to the triumph phase. We provide the highest-resolution contribution data that d
- 71% Mid-Market
- 29% Small-Business
60 Twitter followers
- Overview
- Seller Details
Turn URL to engaging AI product video ads with AI Ad Generator. Explore free AI avatars generator with lip sync, and access insights from AI ads library. #1 AI social media ad generator, easily creat
- 60% Small-Business
- 40% Mid-Market
- Overview
- Pros and Cons
- Seller Details
BHuman.ai is an AI software that allows you to personalize videos at scale. It takes one template video (recorded by you or chosen from our library) and personalizes it to hundreds of custom videos by
- 80% Small-Business
- 20% Mid-Market
