Best Emerging AI Software - Page 7

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.

Suki

Suki is a leading technology company that provides AI solutions for healthcare. Its mission is to reimagine the healthcare technology stack, making it invisible and assistive to lift the administrative burden from clinicians. Its flagship product is Suki Assistant, an AI assistant that uses generative AI to automatically create clinical documentation by ambiently listening to patient-clinician conversations. Suki helps clinicians complete notes 41% faster on average, assists with other tasks, including coding and answering questions, and generates incremental revenue for organizations, delivering an average of $1,688 monthly revenue per user. Suki also offers its proprietary AI and speech platform, Suki Platform, to partners who want to create best-in-class ambient and voice experiences for their solutions.

Average Rating: 4.4/5.0

Total Reviews: 5

Who Is the Company Behind Suki?

  • Seller: Suki.ai
  • Year Founded: 2017
  • HQ Location: Redwood City California ,United States
  • LinkedIn® Page: www.linkedin.com
    416 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of Suki?

Alie

Suggest IQ is Muvi’s AI-powered Recommendation Engine useful for website & mobile applications. Suggest IQ captures and analyzes user data to make accurate product/content recommendations in real-time as per individual user’s tastes and preferences. Best suited for streaming services, e-commerce sites, and EdTech portals, Suggest IQ is known for hassle-free integration and commits to 100% Transparent data usage.

Average Rating: 4.8/5.0

Total Reviews: 4

Who Is the Company Behind Alie?

  • Seller: Muvi
  • Year Founded: 2013
  • HQ Location: Ashburn, Virginia
  • LinkedIn® Page: www.linkedin.com
    195 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Alie?

AI-generated summary from verified user reviews

Pros
  • Users value the personalized recommendations from Alie, benefiting from tailored suggestions based on their preferences.

What Are Recent G2 Reviews of Alie?

What Are G2 Users Discussing About Alie?

Anytime AI

Anytime AI is the #1 Agentic AI platform for complex litigation, purpose-built for plaintiff law firms handling personal injury, medical malpractice, mass tort, product liability, wrongful death, and other high-stakes litigation matters. Built Beyond Volume. Built for Depth. Built for Verdicts. Anytime AI delivers advanced Agentic AI for law firms, transforming fragmented legal workflows into a unified litigation intelligence platform that helps attorneys work faster, smarter, and more strategically from intake through settlement and trial preparation. Designed specifically for plaintiff litigation, Anytime AI combines an AI legal assistant with autonomous legal workflow automation, AI-powered medical record review, legal document analysis, litigation drafting, discovery automation, and AI legal research in one secure, enterprise-grade platform. Law firms use Anytime AI to streamline case preparation, reduce manual administrative work, increase case capacity, and improve litigation efficiency without sacrificing accuracy, security, or control. Unlike generic AI tools, Anytime AI is a purpose-built Agentic AI platform designed specifically for complex plaintiff litigation workflows. Its intelligent AI agents help attorneys automate repetitive legal tasks, analyze large volumes of case documents, generate litigation work product, and surface strategic case insights with speed and precision. Security and confidentiality are foundational to Anytime AI. The platform is secure, closed, and enterprise-grade, ensuring client data is never used to train public AI models. Anytime AI protects sensitive legal and medical information with HIPAA compliance, 256-bit encryption, strict access controls, secure cloud infrastructure, and permission-based data management so firms maintain complete confidentiality, compliance, and ownership of their data at all times. Anytime AI transforms how litigation teams handle complex medical records by instantly analyzing thousands of pages of records and generating structured medical chronologies, treatment summaries, diagnoses, timelines, and case insights in minutes. The platform identifies missing records, care gaps, inconsistencies, pre-existing conditions, and critical facts that impact litigation strategy and settlement value. The platform also streamlines demand letter generation, discovery workflows, and legal drafting by producing customized demand packages, interrogatory responses, objections, deposition outlines, complaints, motions, and other litigation documents aligned with each firm’s voice and formatting standards. Attorneys can review and analyze large volumes of documents in minutes with AI that flags contradictions, evidentiary gaps, and key case details while linking every insight directly back to source material for verification and defensibility. In addition, Anytime AI provides citation-backed, jurisdiction-specific AI legal research that analyzes statutes, case law, regulations, opposing arguments, and factual scenarios to generate clear, verifiable legal reasoning supported by authoritative sources. The platform’s Agentic AI capabilities allow attorneys to move from legal research and document review to drafting and case strategy significantly faster while maintaining high-quality, court-ready work product. Beyond technology, Anytime AI is committed to real law firm adoption and measurable outcomes. Every client receives dedicated onboarding, training, and ongoing support to ensure successful integration into real litigation workflows. Our mission is to help plaintiff firms scale operations, improve efficiency, reduce repetitive work, and achieve stronger, faster, and more profitable case outcomes with precision, security, and control.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Anytime AI?

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of Anytime AI?

BeyondMath

BeyondMath is an AI-driven simulation platform that revolutionizes engineering design by enabling rapid, accurate assessments of complex physical phenomena without the need for physical prototypes or extensive computational resources. By leveraging advanced artificial intelligence trained on the fundamental equations governing the physical world, BeyondMath accelerates engineering iterations by a factor of 1,000 compared to traditional methods, significantly reducing both time and cost.

Average Rating: 4.3/5.0

Total Reviews: 4

Who Is the Company Behind BeyondMath?

  • Seller: BeyondMath
  • Year Founded: 2022
  • HQ Location: London, GB
  • LinkedIn® Page: linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of BeyondMath?

CaptchaAI

CaptchaAI is a CAPTCHA-solving platform built for developers, automation tools, and businesses that need to solve CAPTCHAs at scale without paying for every single solve. Unlike traditional CAPTCHA-solving services that charge per 1,000 CAPTCHAs, CaptchaAI offers unlimited solving through thread-based subscription plans starting at just $15/month. Users pay for the concurrency they need rather than the number of CAPTCHAs they solve, making the effective cost per 1,000 solves significantly lower than traditional pay-per-solve providers, especially for high-volume automation. Key Features - Unlimited CAPTCHA Solving: Solve without per-CAPTCHA limits within the concurrency capacity of your subscription plan. - Lower Cost per 1,000 Solves: The more you solve, the lower your effective cost per 1,000 becomes—making CaptchaAI especially cost-effective for high-volume users compared with traditional CAPTCHA-solving services. - Plans Starting at $15/Month: Access unlimited CAPTCHA solving with predictable subscription pricing instead of paying separately for every 1,000 solves. - Wide CAPTCHA Support: Supports reCAPTCHA v2, reCAPTCHA v3, reCAPTCHA Enterprise, Cloudflare Turnstile, Cloudflare Challenge, Geetest v3, BLS, CaptchaFox, Friendly Captcha, Lemin Captcha, Solve Media, 27,500+ image CAPTCHA types, and more. - Fast & Accurate Solving: Get CAPTCHA solutions with solve times starting from just 0.5 sec for image CAPTCHAs, delivering the speed and reliability needed for high-volume automation. - Thread-Based Scalability: Choose the number of concurrent solving threads your workflow requires and scale as your automation volume grows. - Easy Integration: Integrate CaptchaAI into scripts, bots, applications, and automation tools through its API or CaptchaAI Emulator. - Built for High-Volume Automation: Designed for developers, software providers, automation teams, and businesses running large numbers of CAPTCHA-solving tasks. Why CaptchaAI? CaptchaAI changes the economics of CAPTCHA solving. Instead of continuously paying for every 1,000 CAPTCHAs solved, users subscribe to the solving capacity they need and can run unlimited solves within that capacity. Starting from just $15/month, high-volume users can achieve an effective cost per 1,000 solves that is dramatically lower than traditional pay-per-solve CAPTCHA services while keeping costs predictable as usage grows. CaptchaAI combines broad CAPTCHA coverage, fast and reliable solving, scalable concurrency, simple integration, and a subscription model designed for users who need to solve more while spending less.

Average Rating: 4.7/5.0

Total Reviews: 3

Who Is the Company Behind CaptchaAI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of CaptchaAI?

Casablanca.AI

Casablanca brings real eye contact to video calls, making digital communication feel more personal, natural and impactful. Eye contact is a powerful part of human communication. It creates personal connection, holds attention and builds trust. Casablanca brings these qualities to video calls. AI adjusts your gaze and head position in real time, creating natural, direct eye contact. Your facial expressions stay natural, keeping you authentic, confident and approachable on screen. This changes the way conversations feel. People feel more involved, meetings become more dynamic, presentations more compelling, and important conversations more personal and impactful. Casablanca works with all major video conferencing tools. The software runs as a virtual camera in the background, integrates directly into your existing setup and is ready to use within minutes. All processing happens locally on your device. For presentations, Casablanca also includes Lecturer Mode and an integrated teleprompter. Lecturer Mode lets you follow your presentation on screen while maintaining direct eye contact with your audience. The teleprompter lets you follow prepared text while keeping eye contact throughout the call. This keeps the focus on your content and the people you’re speaking to. Whether it’s a one-to-one conversation, a team meeting or a presentation to a larger audience, Casablanca brings the power of real eye contact to every video call. Real eye contact. More presence. More attention. More connection.

Average Rating: 4.5/5.0

Total Reviews: 3

Who Is the Company Behind Casablanca.AI?

  • Seller: Casablanca.AI
  • Year Founded: 2020
  • HQ Location: Pforzheim, DE
  • Twitter: @CasablancaAI
    192 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 88% Small, 13% Large

What Do G2 Reviewers Say About Casablanca.AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy integration of Casablanca.AI with various platforms, enhancing their online meeting experience effortlessly.
  • Users admire the seamless integrations of Casablanca.AI with various platforms, enhancing versatility and functionality in online meetings.
  • Users appreciate the superior audio quality of Casablanca.AI, enhancing their online meeting experiences significantly.
  • Users value the cross-platform accessibility of Casablanca.AI, effortlessly using it across various applications and devices.
  • Users commend the ease of use of Casablanca.AI, finding it simple to install on their PCs.
Cons
  • Users report poor video quality, citing issues like loss of sharpness and ineffective controls that hinder experience.
  • Users report control issues with Casablanca.AI, indicating the need for improved eye tracking and head movement.
  • Users face performance issues due to hardware dependency, restricting accessibility for those with older devices.

What Are Recent G2 Reviews of Casablanca.AI?

Emmi AI

Large Engineering Models are pre-trained engineering intelligence that replace solvers, work everywhere, and deliver instant physics-accurate results for entire verticals.

Average Rating: 4.7/5.0

Total Reviews: 3

Who Is the Company Behind Emmi AI?

  • Seller: Emmi AI
  • Year Founded: 2024
  • HQ Location: Linz, AT
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Emmi AI?

Finseo.ai

Finseo.ai is the best platform for Generative Engine Optimization (GEO), combining advanced AI SEO, AI Visibility Tracking, and Answer Engine Optimization (AEO) to help brands dominate in AI-powered search. As ChatGPT, Claude, Perplexity, Google Gemini, and other answer engines transform how users search, Finseo.ai makes sure your brand isn’t just visible — it’s chosen and recommended. With traditional SEO losing ground to AI-driven answers, Finseo.ai empowers you to measure and improve your presence across the leading AI platforms. You’ll know exactly when and where your brand is mentioned, what’s influencing your rankings, and how to take actionable steps to increase visibility in AI results. Key Features: AI Visibility Tracking – Monitor brand mentions, rankings, and share of voice across ChatGPT, Perplexity, Gemini, Claude, Google AI, and DeepSeek. AI SEO Audit – Receive a custom, step-by-step action plan showing exactly what to change and how to implement it to improve your AI Visibility Ranking in AI search. Technical Analysis – Our platform crawls your site to uncover technical SEO and AI-specific issues, providing precise recommendations for what’s wrong and how to fix it. Answer Engine Optimization (AEO) – Identify the AI prompts and queries that matter in your industry, then optimize your content to win those answers in conversational AI results. Competitor Analysis – See exactly where your competitors are outperforming you in GEO and AEO rankings, and find gaps you can quickly close. Structured Data Generator – Automatically create AI-friendly structured data to help answer engines better understand and recommend your content. With Finseo.ai, you can: Discover if answer engines are recommending your brand — and why they might not be. Understand exactly which technical, content, and structured data changes will move you up in AI results. Track ongoing improvements in your AI visibility across multiple platforms. Protect and grow your organic reach as AI-driven answers disrupt traditional SEO. Whether you’re a small business, growing agency, or large enterprise, Finseo.ai turns AI search from an unpredictable black box into a measurable, optimizable growth channel. With the power of Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) at your fingertips, you can stop hoping AI will recommend you — and start making it happen.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind Finseo.ai?

  • Seller: Finseo
  • HQ Location: Freiburg im Breisgau, DE
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small

What Do G2 Reviewers Say About Finseo.ai?

AI-generated summary from verified user reviews

Pros
  • Users love Finseo.ai for being an affordable SEO tool that excels in functionality and user-friendliness.
  • Users praise Finseo.ai for its cost-effective SEO solutions that simplify article writing and keyword research integration.
  • Users find Finseo.ai to be highly user-friendly, offering great SEO tools at a significantly lower cost.
  • Users find Finseo.ai to be a cost-effective and user-friendly SEO tool that excels in article writing and keyword research.

What Are Recent G2 Reviews of Finseo.ai?

Guideless

Guideless is an AI-powered software documentation and video guide creation tool that helps teams turn on-screen workflows into narrated, shareable video guides. It is designed for product, customer success, support, and operations teams that need to explain software processes clearly and efficiently. Guideless captures user actions directly in the browser and converts them into structured guides with automatically generated captions and AI-written narration. The platform focuses on reducing the time and effort required to produce high-quality documentation, while maintaining consistency across guides. It supports multiple languages and voice options, allowing teams to localize content and adapt tone to different audiences. Typical use cases include employee onboarding, customer education, product walkthroughs, internal training, and help center content creation. Guides can be distributed as links, embedded into documentation, or exported as video files. Key capabilities include: • Automated capture of user workflows with step-by-step structure • AI-generated captions and narration based on recorded actions • Natural-sounding voiceovers in multiple languages and styles • Editing tools to refine content, timing, and structure • Customization options to align guides with brand elements such as colors and backgrounds • Insights to understand how your audience interacts with your guides • Team workspaces to collaborate, co-create, and organize guides • Flexible sharing via links, embeds, or MP4 export Guideless is used by teams that want to scale knowledge sharing without relying on manual video editing or complex documentation tools. It is particularly useful in environments where processes change frequently and up-to-date guidance is required. The product aims to simplify how instructional content is created and distributed, enabling non-technical users to produce consistent, professional guides with minimal effort.

Average Rating: 5.0/5.0

Total Reviews: 6

Who Is the Company Behind Guideless?

  • Seller: Guideless
  • Company Website:
  • Year Founded: 2025
  • HQ Location: Vilnius, Lithuania
  • Twitter: @guidelessHQ
    32 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Guideless?

Gumloop

AgentHub streamlines complex workflows through advanced AI automation.

Average Rating: 4.8/5.0

Total Reviews: 7

Who Is the Company Behind Gumloop?

  • Seller: Gumloop
  • Year Founded: 2023
  • HQ Location: Canada
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 14% Large, 14% Small

What Are Recent G2 Reviews of Gumloop?

Hippocratic AI

Hippocratic AI's staffing marketplace enables health systems, payers and others to “hire” generative-AI-powered agents to conduct low-risk, non-diagnostic, patient-facing services to help address the massive shortage of healthcare nurses, social workers and nutritionists in the U.S. and worldwide

Average Rating: 4.0/5.0

Total Reviews: 3

Who Is the Company Behind Hippocratic AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Hippocratic AI?

Incerto

Incerto is your AI-native copilot that understands your database and helps you do tasks faster using natural language, with the help of multiple AI agents. It runs an advance context engine under the hood which helps AI agents truly understand your databases. With our AI Copilot for Databases: - Devs/DBAs no longer need to manually hunt for issues, Incerto automatically detect production problems and provide ready-to-apply solutions. - BI teams can uncover insights and deliver reports the same day - no more waiting weeks. - Software developers can write efficient queries without relying on DBAs for every optimization.

Average Rating: 4.7/5.0

Total Reviews: 3

Who Is the Company Behind Incerto?

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Incerto?

Lookio

Lookio is the API-first brain for your company’s automation. It allows you to transform disorganized internal documentation including PDFs, Docx, TXT, CSV, and live URLs into intelligent AI assistants that deliver precise, source-cited answers. While tools like GPTs lock your knowledge in a standalone chat window, Lookio is built for the agentic era. With a robust REST API, a dedicated MCP server, and a powerful CLI, Lookio acts as the long-term memory for your AI agents (Claude, Antigravity) and automated workflows (n8n, Make, Zapier). Key features: - Hybrid knowledge base: Securely sync proprietary docs and live website sitemaps to create a comprehensive expert system. - Sourced accuracy (RAG): Every answer is grounded in your verified documents, eliminating hallucinations and providing clear citations. - Built for automation: Use our API to power custom support bots, SEO content pipelines, or internal knowledge hubs without building a RAG stack from scratch. - Flexible query modes: Choose between eco, flash, Europe, and deep modes to perfectly balance speed, intelligence, and cost. - Live AI widgets: Deploy a knowledge-aware chat widget to your website or documentation platform in under 2 minutes.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind Lookio?

  • Seller: Lookio
  • Year Founded: 2025
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Lookio?

Lunos

Lunos is an AI worker for accounts receivable. It manages collections, outreach, dispute resolution and cash application the way an experienced AR professional would, only at the scale of every customer, every invoice, every day. Finance teams use Lunos to get paid faster, free their AR analysts from manual outreach and get a live picture of receivables without scrambling before every board meeting. The status quo is broken. 57% of B2B invoices are paid late. 77% of AR teams say they cannot keep up. Legacy AR automation software tried to fix this with rigid workflows and no-reply dunning emails that annoy customers and leave money on the table. Spreadsheets and manual follow-up work, but they do not scale. Lunos closes the gap by bringing the human approach to receivables management to a level of scale and consistency that was not possible before. How Lunos works: Plug and play integrations. Connect NetSuite, QuickBooks, Xero, Salesforce, HubSpot, Slack and email in an afternoon. No six-month implementation, no professional services bill. Continuous customer analysis. Lunos reads every invoice, every email and every note, building a live view of each account and the trends across your book. Personalized decisions. From friendly nudges to escalations, payment plans and credit holds, every action is tailored to that customer's history, risk and relationship. Two-way communication. Lunos drafts and sends outreach, handles replies, surfaces disputes and loops in your team when it matters. Email, chat and Slack today. AI phone calls, letters and SMS coming soon. Board-ready visibility. Real-time DSO, aging, cash forecasts and the story behind every account. Three autonomy modes, your choice for each customer: Monitor for your largest, most complex customers. Full visibility, zero AI actions. Suggest for the middle of your book. AI does the work, your team approves. Act for the long tail. Lunos runs end-to-end and only escalates when it should. Lunos customers typically see receivables drop 10-60% within the first month of full usage, and AR teams reclaim tens to hundreds of hours every month. No need to keep scaling headcount as you grow. Built by the team behind GoCardless. Backed by General Catalyst and Cherry Ventures. Lunos is the AI agent for finance leaders who want to tame the wild west of receivables without losing the human touch their customers expect.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Lunos?

  • Seller: Lunos
  • Year Founded: 2024
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Lunos?

NSOffice AI

NSOffice.AI is an enterprise AI platform built on a proprietary System of Context architecture. It connects your existing data, systems, and workflows into a single enterprise brain; so, Finance, Sales, Marketing, and Operations teams spend less time searching for answers and more time moving the metrics that matter. Our agents handle the high-friction, cross-functional work that slows enterprise teams down. Teams use it to run rolling forecasts grounded in live ERP and CRM data, automate month-end close and variance reporting, execute autonomous workflows across departments, and get contextually accurate answers to complex business questions all within a secured, governed interface. Everything is grounded in your own verified data, not generic AI. The platform's Metric Backward Approach™ means every workflow is designed backward from the business outcome it needs to move not forward from a feature set. Who uses NSOffice.AI? NSOffice.AI is used by CFOs, CMOs, CROs, and their teams at mid-market and enterprise companies across Manufacturing, Retail, FMCG/CPG, NBFC, and Travel & Logistics. Trusted by 100+ global enterprises including JPMorgan Chase, Schneider Electric, Etihad Airways, Adani, H&M, and Sun Pharma. What results do NSOffice.AI customers see? Finance teams report 30–50% faster close cycles and $2–5M in typical annual value. Forecast accuracy exceeds 99%, with 3–5 days saved per planning cycle. Across functions, customers consistently report 8× ROI and deployable within 24 hours. What does NSOffice.AI integrate with? NSOffice.AI connects to 100+ enterprise systems with no rip-and-replace required including ERP & Finance (SAP), CRM & Sales (Salesforce), HRMS, BI & Analytics, Communication tools, Document & Storage platforms, Supply Chain systems, and Custom APIs. Your existing stack becomes the foundation.

Average Rating: 5.0/5.0

Total Reviews: 3

Who Is the Company Behind NSOffice AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of NSOffice AI?

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