Best AWS Marketplace Software - Page 78

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,450

Category Stats (Nov 2026)

  • Average Rating: 4.39/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: GPT-2 XL - Text generation (+3.21%) - Among all products in this category, GPT-2 XL - Text generation recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank AWS Marketplace Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,300+ Authentic Reviews
  • 2,450+ 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.

EXL Code Harbor

EXL Code Harbor™ is a Generative AI-powered solution designed to accelerate the migration of legacy codebases to modern, open-source languages and cloud environments, such as Databricks Lakehouse. By orchestrating multiple AI agents, including those for code comprehension, data cleaning, code conversion, and validation, Code Harbor™ streamlines the code migration process, resulting in faster delivery, reduced costs, and higher accuracy. Key Features and Functionality: - Multi-Agent Framework: Utilizes AI agents specialized in code assessment, conversion, optimization, governance, data lineage, and automated testing to facilitate comprehensive code migration. - Broad Language and Platform Support: Supports migration from various languages and platforms, including SAS, BTEQ, HQL, PL/SQL, SQL Server, R, and ETL platforms like Informatica, Alteryx, and DataStage. - Automation and Efficiency: Automates key aspects of the migration process, significantly reducing manual effort by up to 80% and accelerating migration timelines by up to 50%. - Enhanced Compliance and Governance: Ensures enterprise-grade discoverability, traceability, and compliance through comprehensive metadata documentation and integration with existing governance frameworks. Primary Value and Problem Solved: Code Harbor™ addresses the challenges enterprises face when migrating from legacy systems, such as the time, cost, and complexity involved in transforming extensive codebases. By providing an intelligent automation solution with embedded AI agents, clients can accelerate their migration timelines while reducing manual efforts, leading to faster delivery, reduced costs, and improved accuracy. This solution is particularly beneficial for industries like insurance, banking, and healthcare, where legacy systems are prevalent and modernization is essential for maintaining competitiveness.

Who Is the Company Behind EXL Code Harbor?

  • Seller: EXL
  • Year Founded: 1999
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    60,883 employees on LinkedIn®
  • Ownership: NASDAQ: EXLS

Explainable AI: Algorithm Bias Detection

Algorithmic bias is a major concern in models predicting outcomes for people such as loan approval, hiring, committing crime in the future etc. Algorithmic Bias needs to be detected and corrected to ensure that historically disadvantaged groups are not being discriminated against. The solution utilizes bias metrics at different levels of strictness to identify demographic and statistical disparities in groups results.

Who Is the Company Behind Explainable AI: Algorithm Bias Detection?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Explainable AI - NLP Models

Amazon SageMaker Clarify is a comprehensive tool designed to enhance the transparency and fairness of machine learning models, particularly in natural language processing applications. It enables developers and data scientists to detect potential biases and understand model predictions, thereby fostering trust and compliance in AI systems. Key Features and Functionality: - Bias Detection: Identifies imbalances in datasets and models by analyzing attributes such as age, gender, or ethnicity, providing visual reports with metrics to highlight potential biases. - Model Explainability: Utilizes SHapley Additive exPlanations to offer feature importance scores, elucidating how input features influence model predictions. This is applicable to tabular data, computer vision, and NLP models. - Evaluation of Foundation Models: Assesses generative AI models for accuracy, robustness, and potential toxicity, supporting responsible AI initiatives. - Human-Based Evaluations: Incorporates human judgment for nuanced evaluation criteria, allowing for assessments of model outputs on dimensions like helpfulness and adherence to brand voice. Primary Value and Problem Solved: SageMaker Clarify addresses the critical need for transparency and fairness in AI systems by providing tools to detect biases and explain model decisions. This is essential for building trust among stakeholders, ensuring compliance with regulatory standards, and improving the overall reliability of ML models. By offering insights into model behavior and potential biases, it empowers organizations to develop more ethical and effective AI solutions.

Who Is the Company Behind Explainable AI - NLP Models?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

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How it works

Explainable AI : Tree Based Explainer

The solution helps users interpret complex black-box machine learning models by bringing out the important features which the model uses for predictions. It also identifies the features and their effect on the predictions, for each of the predictions. The solution supports 40+ tree based classifiers and regressors such as Random Forest, Decision Trees, XgBoost, CatBoost etc.

Who Is the Company Behind Explainable AI : Tree Based Explainer?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

F5 Custom Implementation Ð All Modules

If you need F5-certified experts to help your organization install and customize an F5 module (or modules) to your organization's specific requirements, look no further than WorldTech IT's Custom Implementation Service.

Who Is the Company Behind F5 Custom Implementation Ð All Modules?

F5 Health Check Ð LTM (Local Traffic Manager) Module Audit

The F5 LTM Health Check & Documentation consulting offer is a 4-week long engagement for the review of your F5 BIG-IPs and ensure configuration around best practices for the F5 LTM (Local Traffic Manager) module on AWS. Through our LTM health check we'll ensure your F5 BIG-IP base configuration around Layer 2 & 3 is configured optimally, including high availability. We'll also dive into the higher layers that focus on your applications, include Virtual IPs (VIP)s and the objects that make them up, including: iRules, pools, profiles ex. persistence, SSL certificates and more.

Who Is the Company Behind F5 Health Check Ð LTM (Local Traffic Manager) Module Audit?

F5 Per-App-VE Advanced WAF with LTM, IPI, TC (PAYG, 25Mbps)

F5 Per-App Virtual Editions (VEs) provide traffic management and Web Application Firewall (WAF) functionality on a 'per-app' basis. F5 Per-App VEs deliver the same scalable, secure and customizable market-leading services provided by traditional F5 physical and virtual ADCs- at a price and in a form factor appropriate for supporting individual apps. Each Per-App VE supports 1 VIP and up to 3 virtual servers.

Who Is the Company Behind F5 Per-App-VE Advanced WAF with LTM, IPI, TC (PAYG, 25Mbps)?

  • Seller: F5
  • HQ Location: Seattle, Washington
  • LinkedIn® Page: www.linkedin.com
    6,247 employees on LinkedIn®

Fabrix.ai

Data-centric AIOps Platform for Hybrid Deployments Powered by Robotic Data Automation Fabric (RDAF) Enabling the Autonomous Enterprise! - CloudFabrix was founded on a deep desire to enable Autonomous Enterprises. As we interviewed several big and small enterprises, one thing became very apparent. As Digital businesses were becoming more complex and abstract, it was impossible for traditional data management disciplines and frameworks to meet these requirements. As we dug deeper, 3 building blocks emerged as key pillars for embarking on a autonomous enterprise journey – the enterprise needed to adopt 1) Data-First 2) AI-First and 3) Automate Everywhere strategy. CloudFabrix AIOps platform provides the following services. 1) Alert Noise Reduction 2) Incident Management 3) Predictive Analytics & Anomaly Detection 4) FinOps/Asset Intelligence & Analytics 5) Log Intelligence. CloudFabrix Platform powered by RDAF has six differentiating pillars. 1) Data fabric for data integration & automation 2) Low Code/No Code Observability Pipelines to aggregate, transform, enrich correlate and route 3) Continuous Learning for explainable AI/ML models & transformers 4) AIOps as a service for multi-tenant, distributed hybrid consumption 5) Observability Dashboards for full stack observability insights 6) Full Stack Mappings for dependency and impact data model and maps CloudFabrix empowers IT leaders and operations personnel with actionable intelligence to make faster and better decisions. CloudFabrix is headquartered in Pleasanton, CA with branch offices in India and the United Kingdom.

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate Fabrix.ai?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.7/10 (Category avg: 8.6/10)
  • Ease of Use: 9.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Fabrix.ai?

  • Seller: Fabrix.ai
  • Year Founded: 2015
  • HQ Location: Pleasanton, California
  • LinkedIn® Page: www.linkedin.com
    125 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 50% Medium, 30% Small

What Are Recent G2 Reviews of Fabrix.ai?

What Are G2 Users Discussing About Fabrix.ai?

Face Recognition Algorithm

This is a trainable algorithm which detects and recognizes faces of individuals on which the model is trained.

Who Is the Company Behind Face Recognition Algorithm?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

FACE TS Cloud Development Environment

Virtuosity Cloud is a cloud-based development environment offered by DornerWorks, designed to facilitate the rapid and efficient creation of software applications aligned with the Future Airborne Capability Environment (FACE) Technical Standard. This platform enables developers to prototype, develop, test, and verify software components from any internet-connected device, eliminating the need for dedicated embedded hardware or specialized labs. Key Features and Functionality: - Cost-Effective Development: Virtuosity Cloud operates on a pay-as-you-go model, allowing users to pay per hour without complex licensing requirements, making it accessible and budget-friendly. - Easy and Consistent Deployment: The platform provides a uniform development environment in the cloud, ensuring consistent tool configurations and deployments across teams, regardless of their physical locations. - Future-Ready Transition: Software developed within Virtuosity Cloud can seamlessly transition to environments certified to the FACE Technical Standard, such as Virtuosity OA, facilitating smooth progression from development to deployment. Primary Value and User Solutions: Virtuosity Cloud addresses common challenges in developing FACE-aligned products by reducing the barriers associated with hardware constraints and resource-intensive setups. It empowers teams to collaborate effectively across distributed locations, accelerates the development cycle, and ensures that products are built with confidence, knowing they adhere to industry standards. By leveraging Virtuosity Cloud, organizations can innovate more rapidly, reduce development costs, and bring compliant products to market more efficiently.

Who Is the Company Behind FACE TS Cloud Development Environment?

  • Seller: DornerWorks
  • Year Founded: 2000
  • HQ Location: Grand Rapids, Michigan, United States
  • LinkedIn® Page: www.linkedin.com
    74 employees on LinkedIn®

FacturaDian

FacturaDian is a cloud-based electronic invoicing solution designed to streamline the invoicing process for businesses, ensuring compliance with the Colombian tax authority . Integrated seamlessly with the open-source ERP and CRM system Dolibarr, FacturaDian offers a comprehensive platform for managing clients, products, quotes, orders, and invoices. Key Features and Functionality: - Client Management: Efficiently handle client information and maintain detailed contact records. - Product and Inventory Control: Oversee products, services, warehouses, and stock levels, including inventory movements. - Quotations and Orders: Manage the workflow from quotations to orders and invoices, with integrated statistical analysis. - Electronic Invoicing: Create and send invoices directly to DIAN and clients, ensuring regulatory compliance. Primary Value and User Solutions: FacturaDian simplifies the electronic invoicing process, ensuring businesses adhere to Colombian tax regulations. By integrating with Dolibarr, it provides a modular and accessible solution for small to medium-sized enterprises, independent professionals, entrepreneurs, and associations. This integration enhances operational efficiency, reduces manual errors, and offers a centralized platform for comprehensive business management.

Who Is the Company Behind FacturaDian?

Faculty.ai

We help our customers make better decisions. Whether you are looking to grow, work more efficiently, or deliver higher quality services, we build industry-leading AI that helps you turn your data into deeper insights, better strategies and smarter decisions.

Who Is the Company Behind Faculty.ai?

FalkorDB

FalkorDB Database is an ultra-low latency Graph Database that perfects the Knowledge Graph for GraphRAG. Effectively overcoming the existing limitations of RAG for GenAI & Large Language Models (LLM).

Average Rating: 4.5/5.0

Total Reviews: 7

How Do G2 Users Rate FalkorDB?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 8.6/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.0/10 (Category avg: 8.6/10)
  • Ease of Use: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind FalkorDB?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of FalkorDB?

Farrago AI

Farrago AI is a user-friendly platform designed to simplify the process of preparing data and building predictive models using AWS SageMaker. With its intuitive graphical user interface, even individuals without a data science background can create predictive models in just seven clicks. For more technically inclined users, Farrago AI provides detailed documentation and clearly articulated steps for all data transformations, ensuring transparency and ease of use. Key Features and Functionality: - Simplified Model Building: Enables users to develop predictive models with minimal effort, requiring only seven clicks to complete the process. - Automated Data Preparation: Offers a range of automated data transformations, allowing users to work with imperfect datasets without extensive manual preprocessing. - Seamless Integration: Connects directly to AWS S3 buckets, ensuring that data remains within the user's environment, enhancing security and compliance. - Comprehensive Documentation: Provides detailed reports and documentation of all data transformations, offering transparency and facilitating understanding for users at all technical levels. Primary Value and Problem Solved: Farrago AI addresses the challenges associated with data preparation and model building in machine learning. By automating complex processes and offering an accessible interface, it empowers organizations to leverage predictive analytics without the need for extensive data science expertise. This not only accelerates the development of machine learning models but also makes predictive analytics more cost-effective and accessible to a broader range of users.

Who Is the Company Behind Farrago AI?

Fastah IP Geolocation API

Easily determine the city, country, location, and timezone for your app or site visitors using just their IP address. This REST API powered by AWS Marketplace is useful for geo-targeting, displaying country or city-specific pages, spam avoidance, analytics, time-zone related scheduling, and dashboards. Fastah's underlying IP dataset has strong mobile and fixed broadband coverage around the world and includes IPv6 support. Enjoy consolidated billing on your single AWS bill by signing up on AWS Marketplace. For enterprise customers of AWS with spend commitments, Fastah billing counts towards your consumption targets. API highlights: * Serve city and country optimized content to your visitors. * Avoid spam and bots. * Do smarter product analytics. * Strong coverage of mobile internet IPs * IP information refreshed weekly. * Low-latency REST API with caching

Who Is the Company Behind Fastah IP Geolocation API?

  • Seller: Fastah
  • Year Founded: 2014
  • HQ Location: Dover, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®
Neeraja Prakash
NP
Researched and written by Neeraja Prakash
Updated June 16, 2025