Best AWS Marketplace Software - Page 93

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.

Karini AI Generative AI Platform

Karini AI is the world's first Agentic AI Foundation Platform, purpose-built to help enterprises build, deploy, scale, and govern production-grade AI agents faster and more securely, without the complexity of stitching together fragmented tools. In today's AI-driven economy, organizations face a critical challenge: moving beyond isolated proof-of-concept pilots to deploying generative AI at enterprise scale. Karini AI solves this problem directly. Its unified, no-code platform consolidates 20+ core GenAI components, including orchestration, observability, security, RAG (Retrieval-Augmented Generation), and agent hosting, into a single integrated solution. This dramatically reduces integration complexity, technical debt, and time-to-value. Built for the Full AI Lifecycle From ideation to production, Karini AI supports the complete lifecycle of agentic AI development. Business users and technical teams alike can leverage an intuitive drag-and-drop recipe builder to design multi-agent workflows, connect enterprise data sources, and deploy intelligent AI applications without writing a single line of code. With access to 150+ native agent tools and MCP servers spanning databases, ERPs, CRMs, and leading SaaS platforms, Karini AI integrates seamlessly into existing enterprise ecosystems. Enterprise-Grade Security and Governance Karini AI is privacy-first and cloud-native, available on AWS Marketplace as an AWS Agentic AI Competency Software Partner, and fully compatible with Microsoft Azure. Organizations can build secure, compliant agentic AI applications within their own Virtual Private Cloud (VPC), ensuring data sovereignty and regulatory compliance. Built-in guardrails, role-based access control, and real-time observability dashboards give teams complete transparency and control over every agent interaction. Driving Measurable Business Outcomes Whether automating document processing, streamlining supply chain workflows, enhancing HR operations, or enabling Generative BI, Karini AI empowers line-of-business teams to automate complex, multi-step processes with real, measurable business impact. The platform's no-code development environment compresses weeks of AI development into days, helping enterprises move from experimentation to full production deployment with speed and confidence. Why Enterprises Choose Karini AI 20+ integrated GenAI components in one unified platform No-code agent builder that empowers business users, not just data scientists Multi-agent orchestration supporting compound AI architectures and autonomous decision-making Built-in LLMOps and observability for continuous monitoring, cost tracking, and quality evaluation Cloud-native flexibility across AWS and Azure, with Marketplace-ready deployment 150+ pre-built tools and connectors for rapid enterprise integration Karini AI is not just another AI tool. It is the Agentic AI foundation that transforms your enterprise into an autonomous, intelligent, and continuously learning organization. By democratizing access to generative AI, Karini AI ensures that every team, from operations to finance to customer experience, can harness the full power of agentic AI to drive real business results.

Who Is the Company Behind Karini AI Generative AI Platform?

  • Seller: Karini AI
  • Year Founded: 2023
  • HQ Location: Alpharetta, US
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Kelvin

Kelvin is a software platform designed to enable autonomous operations in industrial settings. It allows applications to continuously learn and take actions to enhance industrial efficiency, increase production, and reduce emissions. By transforming engineering best practices into data-driven, action-oriented Smart Applications (SmartApps), Kelvin empowers engineers to optimize entire systems by making real-time control decisions across various assets. Key Features and Functionality: - Smart Application Development: Provides SDKs and APIs for software engineers to convert existing logic or models into SmartApps capable of taking actions and measuring their impact. - Intuitive User Interface: Offers a user-friendly UI for operations engineers to manage applications, monitor their performance, and act on recommendations to improve workflows. - Flexible Control Layer: Enables SmartApps to make safe control changes, protected by set point guardrails, either at the edge or in the cloud. - Open Data Layer: Includes OT connectors that ingest and contextualize data, facilitating the development and operation of multiple applications. Primary Value and Problem Solved: Kelvin addresses the challenges faced by industrial operations teams, such as the loss of process know-how due to expert attrition, the difficulty in maintaining and scaling optimization methods locked in proprietary systems, and the inability of current automation systems to optimize for multiple objectives across entire systems. By enabling the creation and deployment of SmartApps, Kelvin allows organizations to extend their existing automation systems, turning best practices into scalable, data-driven solutions that optimize thousands of assets in real-time. This leads to significant operational improvements, including reduced operational expenditures, lower emissions, and decreased equipment failures.

Who Is the Company Behind Kelvin?

  • Seller: Kelvin
  • Year Founded: 2013
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    102 employees on LinkedIn®

Keycloak on CentOS Stream 8 by Neodoo

Keycloak is an open source Identity and Access Management solution aimed at modern applications and services. It makes it easy to secure applications and services with little to no code. It allows you to add authentication to applications and secure services with minimum fuss. No need to deal with storing users or authenticating users

Who Is the Company Behind Keycloak on CentOS Stream 8 by Neodoo?

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Kigali

Kigali - three solutions to help you work smarter with Amazon Connect and Amazon Chime. User driven it is a simple to use reporting, wallboard and general management solution delivering insights to drive the highest levels of productivity, assist with resource planning, increase service levels and reduce and manage call costs. Users of AWS Connect and Chime require analytical tools purpose-built for these unique environments. That's what you get with Kigali - a suite of three tools developed to help you run a more efficient and profitable operation.

Who Is the Company Behind Kigali?

Kilo SSL - Automatic Certificate Management

Kilo SSL is an advanced SSL certificate management automation tool designed to simplify the creation, deployment, and maintenance of SSL/TLS certificates for web applications and services. It enables users to efficiently generate and automatically renew a vast number of certificates, even exceeding 100,000, ensuring secure and encrypted communications across extensive digital infrastructures. Key Features and Functionality: - Automated Certificate Generation and Renewal: Kilo SSL streamlines the process of creating SSL certificates and ensures their automatic renewal, reducing manual intervention and minimizing the risk of expired certificates. - Traffic Signing with Customizable Rules: Users can define simple rules to sign traffic using certificates generated by Kilo SSL, enhancing security protocols tailored to specific requirements. - Import Existing Certificates: The platform allows for the seamless importation of pre-existing certificates, facilitating a smooth transition and centralized management of all SSL assets. - Scalability and Load Balancer Integration: Designed for scalability, Kilo SSL can be integrated with load balancers and synchronized across multiple instances, ensuring consistent certificate management in high-traffic environments. - Dedicated Admin Panel and API Access: An intuitive administrative panel and robust API provide comprehensive tools for managing certificates, enabling both manual oversight and automated operations. - Simplified Updates: The system offers straightforward update mechanisms, allowing users to implement new features and security enhancements with minimal effort. - MySQL Database Integration: All certificate-related data and application logs are securely stored in a MySQL database, ensuring data integrity and facilitating efficient record-keeping. Primary Value and Problem Solved: Kilo SSL addresses the complexities associated with managing large volumes of SSL/TLS certificates by automating their lifecycle processes. This automation significantly reduces the administrative burden, mitigates the risk of service disruptions due to expired certificates, and enhances overall security posture. By providing scalable solutions and seamless integration capabilities, Kilo SSL empowers organizations to maintain robust and secure web services with minimal manual intervention.

Who Is the Company Behind Kilo SSL - Automatic Certificate Management?

  • Seller: API LADS
  • Year Founded: 2019
  • HQ Location: Claymont, DE
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Kita

HDF Kita is a cloud-native platform developed by The HDF Group to facilitate efficient access, analysis, and sharing of large-scale scientific and engineering data stored in HDF5 format. By integrating JupyterLab with the Highly Scalable Data Service (HSDS, HDF Kita offers a seamless environment for researchers and data scientists to interact with complex datasets without the need for extensive local infrastructure. Key Features and Functionality: - Integrated JupyterLab Environment: Provides a web-based interface for creating and sharing documents that contain live code, equations, visualizations, and narrative text. - Highly Scalable Data Service (HSDS: Enables REST-based access to HDF5 data stored in cloud object storage systems like AWS S3, Azure Blob Storage, or MinIO, facilitating efficient data retrieval and manipulation. - Simplified Setup: Offers a pre-configured environment that eliminates the complexities of setting up Python packages, managing cloud storage, or configuring compute clusters, allowing users to focus on data analysis. - Scalable Infrastructure: Utilizes Kubernetes to manage containerized applications, ensuring scalability and optimal resource utilization based on user demand. - Data Sharing and Collaboration: Supports data sharing capabilities, allowing users to set access controls for their datasets, facilitating collaboration among teams and across organizations. Primary Value and Problem Solved: HDF Kita addresses the challenges associated with managing and analyzing large-scale HDF5 datasets in cloud environments. By providing a ready-to-use, scalable platform that integrates data storage, computation, and collaboration tools, it reduces the technical barriers for researchers and data scientists. This enables users to efficiently perform complex analyses, share results, and collaborate on projects without the overhead of managing underlying infrastructure, thereby accelerating scientific discovery and innovation.

Who Is the Company Behind Kita?

KloudGin Field Service and Asset Management

KloudGin’s fully integrated Field Service and Asset Management solution enables modern utilities, municipalities, and infrastructure companies to connect and empower their mobile teams. Real-time collaboration, AI-powered insights and decision support, and a best-in-class user experience help improve organizational performance, safety, efficiency, and customer satisfaction.

Average Rating: 4.5/5.0

Total Reviews: 44

How Do G2 Users Rate KloudGin Field Service and Asset Management?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.7/10)
  • Quality of Support: 8.7/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.6/10)
  • Ease of Use: 8.5/10 (Category avg: 8.7/10)

Who Is the Company Behind KloudGin Field Service and Asset Management?

  • Seller: KloudGin
  • Year Founded: 2014
  • HQ Location: Sunnyvale, CA
  • LinkedIn® Page: www.linkedin.com
    242 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Utilities, Computer Software
  • Company Size: 63% Medium, 30% Small

What Are Recent G2 Reviews of KloudGin Field Service and Asset Management?

What Are G2 Users Discussing About KloudGin Field Service and Asset Management?

Knee Replacement Disease State Predictor

The Knee Replacement Disease State Predictor is an advanced analytical tool designed to assess and predict the progression of knee osteoarthritis, aiding healthcare providers in determining the necessity and timing for total knee replacement (TKR surgery. By integrating patient-specific data, this predictor offers personalized insights into disease progression, facilitating informed clinical decisions. Key Features and Functionality: - Predictive Analytics: Utilizes machine learning algorithms to forecast the likelihood of disease advancement, enabling early intervention strategies. - Comprehensive Data Integration: Incorporates a wide range of patient data, including demographics, clinical history, and imaging results, to provide a holistic assessment. - Risk Stratification: Identifies patients at higher risk for rapid disease progression, allowing for tailored treatment plans. - Decision Support: Assists clinicians in evaluating the potential benefits and timing of TKR surgery, enhancing patient outcomes. Primary Value and Problem Solved: The Knee Replacement Disease State Predictor addresses the challenge of accurately determining the optimal timing for TKR surgery in patients with knee osteoarthritis. By providing predictive insights, it empowers healthcare providers to make evidence-based decisions, potentially delaying surgery through alternative treatments when appropriate or proceeding promptly when necessary. This personalized approach aims to improve patient satisfaction, reduce postoperative complications, and optimize healthcare resources.

Who Is the Company Behind Knee Replacement Disease State Predictor?

Knowage Community Edition (Amazon Linux)

Knowage Community Edition is a comprehensive open-source suite designed for modern business analytics and business intelligence. It enables organizations to integrate traditional and big data sources, transforming them into valuable insights through features like data exploration, self-service reporting, interactive dashboards, and advanced data visualization. This edition is freely available under the Affero GPL v3 license, ensuring accessibility and flexibility for businesses of all sizes. Key Features and Functionality: - Data Exploration and Preparation: Facilitates in-depth analysis and preparation of data from diverse sources. - Self-Service Reporting: Empowers users to create ad-hoc reports without extensive technical knowledge. - Interactive Dashboards: Allows the development of dynamic dashboards with multiple widgets, including charts, tables, and custom visualizations. - Advanced Data Visualization: Supports sophisticated visual representations to enhance data interpretation. - Integration with Big Data and Cloud Sources: Seamlessly connects with various data repositories, including big data and cloud platforms. - OLAP Engine: Provides multidimensional analysis capabilities for complex data structures. - Metamodel Designer: Enables the creation of data models tailored to specific analytical needs. - Office Integration: Allows exporting reports and analyses to office formats for broader accessibility. - Security and Profiling: Ensures data security through robust user profiling and access controls. - Collaboration Tools: Facilitates sharing notes and comments over reports to enhance team collaboration. The primary value of Knowage Community Edition lies in its ability to democratize data analysis, allowing organizations to harness the power of their data without significant investment in proprietary software. By offering a full suite of analytical tools, it addresses the need for comprehensive, flexible, and cost-effective business intelligence solutions, enabling users to make informed decisions based on real-time data insights.

Who Is the Company Behind Knowage Community Edition (Amazon Linux)?

  • Seller: Websoft9
  • Year Founded: 2016
  • HQ Location: 长沙市, CN
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Kong Ingress Controller Container Solution packaged by Bitnami

Up-to-date, customizable, and secure. Kong Ingress Controller is an Ingress controller that manages external access to HTTP services in a Kubernetes cluster using the Kong API Gateway.

Who Is the Company Behind Kong Ingress Controller Container Solution packaged by Bitnami?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA
  • Phone: +1 800 225-5224

Who Uses This Product?

  • Company Size: 100% Small

Kopano

Kopano Groupware is a comprehensive, open-source email and calendaring server designed to provide organizations with a digitally sovereign alternative to proprietary solutions like Microsoft Outlook and Exchange. It offers a suite of collaboration tools, including email, calendar, tasks, contacts, and notes, accessible through various clients such as the Kopano WebApp, DeskApp, and mobile devices. Built on standard Linux services, Kopano ensures stability, security, and seamless integration with existing IT infrastructures. Please note that Kopano Groupware is scheduled for end-of-life in 2025 and is being succeeded by Kopano Cloud, which offers enhanced features and scalability. Key Features and Functionality: - Email and Calendaring: Manage emails, appointments, and schedules efficiently. - Task and Contact Management: Organize tasks and maintain comprehensive contact lists. - Multi-Client Access: Access data via WebApp, DeskApp, mobile devices, and standard protocols. - Security Enhancements: Utilize S/MIME for secure email communication. - Mobile Device Management: Implement basic MDM functionalities for device control. - File Sharing Extensions: Share and collaborate on files within the platform. - Interoperability: Integrate with other services through a REST API based on Microsoft Graph. - Open Source Foundation: Built on open-source MAPI server technology and standard Linux services. Primary Value and User Solutions: Kopano Groupware empowers organizations to maintain full control over their communication and collaboration data, ensuring digital sovereignty. Its open-source nature allows for flexibility and customization, reducing dependency on proprietary software. By offering a familiar interface and comprehensive features, Kopano enhances productivity and collaboration within teams. The platform's interoperability facilitates seamless integration with existing systems, while its security features ensure data protection. With the transition to Kopano Cloud, users can expect improved scalability and performance, meeting the evolving needs of modern organizations.

Who Is the Company Behind Kopano?

Krill

Krill is a free, open-source Resource Public Key Infrastructure Certificate Authority and publication server developed by NLnet Labs. It enables organizations to manage delegated RPKI under one or multiple Regional Internet Registries , facilitating the creation and publication of Route Origin Authorizations either on their own servers or through third-party services. Designed for robustness and efficiency, Krill is written in the Rust programming language, ensuring lightweight performance suitable for deployment on minimal hardware configurations. Key Features and Functionality: - Delegated RPKI Management: Krill allows seamless management of ROAs across multiple RIRs, presenting all resources as a unified pool within a single integrated system. - Intuitive ROA Management Interface: Users can create and maintain ROAs based on BGP announcements associated with their certified address space. The system provides clear feedback on the impact of each ROA, indicating authorized and unauthorized BGP announcements to ensure accurate routing intentions. - Flexible Deployment Options: Krill offers multiple installation methods, including Debian and Ubuntu packages, Cargo builds, and Docker containers. It features a built-in web server, user interface, command-line interface, API, OpenID authentication, and Prometheus monitoring endpoints, facilitating easy integration into existing systems. - Delegation Capabilities: Organizations can delegate RPKI management to customers or different business units, allowing them to operate their own CAs and manage ROAs independently. Primary Value and Problem Solved: Krill addresses the complexities associated with managing RPKI across multiple RIRs by providing a unified, user-friendly platform for ROA management. It simplifies the delegation of RPKI responsibilities within organizations, enhancing operational efficiency and security. By offering real-time insights into BGP announcements and ROA configurations, Krill ensures that routing policies accurately reflect organizational intentions, thereby improving the overall security and reliability of internet routing.

Who Is the Company Behind Krill?

K-Shape: Time Series Clustering

K-Shape is an efficient and accurate unsupervised clustering algorithm specifically designed for time series data. It employs a scalable iterative refinement procedure to create homogeneous and well-separated clusters, utilizing a normalized version of the cross-correlation measure to focus on the shapes of time series during comparison. This approach ensures that the clustering process is both effective and computationally efficient, making it suitable for large datasets. Key Features and Functionality: - Shape-Based Distance Measure: Utilizes a normalized cross-correlation measure to compare time series based on their shapes, ensuring meaningful clustering results. - Scalable Iterative Refinement: Employs an iterative process that efficiently refines cluster assignments, making it suitable for large-scale time series datasets. - Domain Independence: Designed to be applicable across various domains without the need for domain-specific adjustments. - High Accuracy: Demonstrates superior performance compared to other clustering methods, achieving state-of-the-art results in both univariate and multivariate time series datasets. Primary Value and Problem Solved: K-Shape addresses the challenge of clustering time series data by focusing on the inherent shapes of the series rather than relying solely on point-to-point distance measures. This shape-based approach allows for the identification of patterns and trends within time series data, facilitating better decision-making and analysis in various fields such as finance, healthcare, and engineering. By providing an efficient and accurate clustering method, K-Shape enables users to uncover meaningful structures in their time series datasets, leading to improved insights and outcomes.

Who Is the Company Behind K-Shape: Time Series Clustering?

Kubeapps Container Solution

Kubeapps is an open-source, web-based application deployment and management tool designed for Kubernetes clusters. It provides a user-friendly interface that simplifies the process of deploying, managing, and upgrading applications within Kubernetes environments. By integrating with Helm, Kubeapps allows users to browse and deploy Helm charts, manage repositories, and perform application lifecycle operations seamlessly. This solution is particularly beneficial for developers and operators seeking an efficient way to handle Kubernetes applications without extensive command-line interactions. Key Features and Functionality: - Helm Chart Management: Kubeapps enables users to browse, deploy, and manage Helm charts directly through its intuitive web interface, streamlining the application deployment process. - Role-Based Access Control (RBAC: It leverages existing Kubernetes RBAC configurations, allowing administrators to define and enforce access policies, ensuring secure and controlled access to applications. - Private Repository Integration: Users can configure Kubeapps to connect with private Helm repositories, facilitating the deployment of custom or proprietary applications within their Kubernetes clusters. - Application Lifecycle Management: Kubeapps provides tools for upgrading, rolling back, and deleting applications, offering comprehensive control over the application lifecycle. - Multi-Cluster Support: It supports management across multiple Kubernetes clusters, providing a centralized platform for overseeing applications in diverse environments. Primary Value and Problem Solved: Kubeapps addresses the complexity associated with deploying and managing applications in Kubernetes by offering a centralized, user-friendly interface. It reduces the need for intricate command-line operations, making Kubernetes more accessible to developers and operators. By integrating with Helm and supporting RBAC, Kubeapps ensures that application deployments are both efficient and secure. Its ability to connect with private repositories and manage applications across multiple clusters further enhances its utility, providing a comprehensive solution for Kubernetes application management.

Who Is the Company Behind Kubeapps Container Solution?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA
  • Phone: +1 800 225-5224

Kubecost, an IBM Company

IBM Kubecost is a cost monitoring & optimization solution for teams running Kubernetes. The solution supports: Cost Allocation Real-time, customizable cost allocation across Kubernetes concepts and organizational dimensions. Kubecost ties cloud spend to actual Kubernetes usage, enabling accurate showback and chargeback. Cost metrics are continuously updated and reconciled with billing exports for accuracy. • Allocate spend by namespace, deployment, service, label, and more across any major cloud or on-prem K8s environment. • Map costs to teams, applications, projects, or environments using native K8s metadata or custom business labels. • View unified cost data across multi-cluster, multi-cloud environments through a single UI or API endpoint. Unified Cost Monitoring Combine in-cluster resource costs with out-of-cluster cloud services for full-stack visibility. Kubecost integrates with AWS, GCP, Azure, and Oracle billing data to join cloud service costs with K8s resources—enabling true end-to-end cost transparency. • Correlate cloud services (e.g., RDS, BigQuery, S3) to Kubernetes workloads based on tagging or labels. • Track network, storage, and compute costs in real time with hourly granularity. • Share and distribute both in-cluster and external cloud costs across teams, services, or business units. Optimization Insights In-cluster recommendations to right-size workloads, reduce waste, and improve cost efficiency. Kubecost analyzes actual usage to detect over-provisioned resources, idle infrastructure, and savings opportunities—without exporting usage data outside your environment. • Get tailored rightsizing recommendations at the pod, container, and volume level based on historical usage. • Detect idle nodes, abandoned volumes, and inefficient request settings. • Export recommendations via UI or API, plus the optional ability to dynamically apply insights for immediate results. Alerts & Governance Prevent cost overruns and enforce cost efficiency with built-in alerting and policy enforcement. Kubecost enables teams to set spending thresholds, define efficiency targets, and receive proactive alerts via Slack, email, or Teams. • Configure budgets by team, namespace, or application with real-time usage tracking. • Get alerts on anomalous spend or low-efficiency workloads to prevent waste from escalating. • Generate automated reports with trend analysis and cost breakdowns for recurring visibility and accountability.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Kubecost, an IBM Company?

  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Kubecost, an IBM Company?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Kubecost, an IBM Company?

What Are G2 Users Discussing About Kubecost, an IBM Company?

Neeraja Prakash
NP
Researched and written by Neeraja Prakash
Updated June 16, 2025