# Best AWS Marketplace Software - Page 149

## How Many AWS Marketplace Software Products Does G2 Track?

**Total Products under this Category:** 2,544

### Category Stats (Aug 2026)

- **Average Rating:** 4.39/5 (↓0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ELK Kubernetes Container Solution Stack (+1.95%) - Among all products in this category, ELK Kubernetes Container Solution Stack recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

## How Does G2 Rank AWS Marketplace Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 29,700+ Authentic Reviews
- 2,544+ 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.

**Sponsored**

### Canto

Canto is a comprehensive digital asset management (DAM) platform that helps organizations centrally manage, organize, and distribute digital content from creation through final delivery. It serves as a single source of truth for marketing, creative, brand, and product teams that need fast, reliable access to approved, channel-ready assets. Designed for scale, Canto supports 4,000+ global brands across industries including retail, manufacturing, technology, healthcare, education, and professional services. Teams use Canto to manage images, videos, documents, and product-related assets in one intuitive system—reducing content sprawl, eliminating version confusion, and improving cross-team collaboration. At its foundation, Canto is a unified DAM platform with optional DAM for Products functionality, enabling organizations to manage both brand assets and product-specific content in a single environment. This ensures that every team—across regions and channels—works from accurate, up-to-date content. Key capabilities include: Centralized Asset Library - Store, organize, and manage all digital assets in one searchable platform with permissions and governance controls. AI-Powered Search & Metadata - Quickly find assets using AI-driven visual search, auto-tagging, and metadata enrichment, including visually similar matches. Single Source of Truth for Brand & Product Content - Maintain consistent, approved assets across campaigns, channels, and markets with confidence. Brand Studio - Enable non-designers to create on-brand content using customizable templates—without design software or bottlenecks. Approval Hub - Streamline review and approval workflows, reduce feedback cycles, and accelerate content sign-off across stakeholders. Media Publisher - Publish images and videos directly to key channels, simplifying distribution and reducing manual steps. Canto is ideal for organizations that: - Manage large volumes of digital or product content - Need strong brand consistency across teams and regions - Want faster content creation, approval, and distribution - Require AI-driven search and automation to improve efficiency By combining asset management, AI automation, collaboration tools, and brand governance, Canto helps teams move content faster—without sacrificing accuracy or brand integrity.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2598&secure%5Bchosen_at%5D=2026-08-01T06%3A22%3A39Z&secure%5Bdisplayable_resource_id%5D=260&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=4006&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=4006&secure%5Bresource_id%5D=2598&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Faws-marketplace%3Fpage%3D149&secure%5Btoken%5D=fe3d61b6f07595df19fbc0771852d95da971fb31221f6e86035c957f9db1dee5&secure%5Burl%5D=https%3A%2F%2Fwww.canto.com%2Fproduct%3Futm_source%3Dg2%26utm_medium_paid%26utm_campaign%3DReferringPaid-G2-Clicks-FY26&secure%5Burl_type%5D=custom_url)

### [SmartAMI Ubuntu 20.04 LTS Server 64-bit HVM](https://www.g2.com/products/smartami-ubuntu-20-04-lts-server-64-bit-hvm/reviews)

The SmartAMI Ubuntu 20.04 LTS Server 64-bit HVM is a pre-configured Amazon Machine Image (AMI) designed to provide users with a stable and secure Ubuntu 20.04 LTS environment on AWS. This AMI is tailored for seamless deployment, offering a reliable foundation for various applications and services. Key Features and Functionality: - Up-to-Date Packages: Regular updates ensure the inclusion of the latest available packages, enhancing security and performance. - AWS Optimization: Engineered for optimal performance within the AWS ecosystem, ensuring compatibility and efficiency. - Technical Support: Comprehensive support is provided to assist with deployment and operational queries. Primary Value and User Solutions: This AMI simplifies the process of deploying an Ubuntu 20.04 LTS server on AWS, reducing setup time and potential configuration errors. By offering a pre-configured and regularly updated environment, it allows users to focus on their core applications and services without worrying about underlying system maintenance. The inclusion of technical support further ensures that users have assistance readily available, enhancing operational reliability.

#### Who Is the Company Behind SmartAMI Ubuntu 20.04 LTS Server 64-bit HVM?

- **Seller:** [SmartAMI](https://www.g2.com/sellers/smartami-d3de6224-33e6-4c07-b104-6d21155196e1)
- **Year Founded:** 2016
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eff827043336d26469f093495bc6710b0f567e1b0ac857890390fbe9b3b2fefd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F42099110&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [SMART DVB PRO CLIENT](https://www.g2.com/products/smart-dvb-pro-client/reviews)

SMART DVB is the 24x7 DVB analysis and monitoring solution. SMART includes a multiviewer to show tiles with multi audio bars, subtitling, teletext and alarm notification. Monitor PSI/SI, bitrates, EPG, CA, TR 2090, Black frame/ Freeze frame and much more. Use the SMART DVB PRO Server for analysis, monitoring and to create the multiviewer stream. You can analyze, configure and receive the logs in this SMART DVB PRO Client instance, via Solo control. Also, he multiviewer layout can be configured in the client. Get your MV stream back via SRT, in low latency.

#### Who Is the Company Behind SMART DVB PRO CLIENT?

- **Seller:** [Dualz Solutions BV](https://www.g2.com/sellers/dualz-solutions-bv)
- **Year Founded:** 2006
- **HQ Location:** Someren, NL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6097445561c011ff340dea8cb7b4b2f53ec1cb26acadd03c9deadd4a81e1b674&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdualz-software-bv&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [SMART DVB PRO SERVER](https://www.g2.com/products/smart-dvb-pro-server/reviews)

SMART DVB is the 24x7 DVB analysis and monitoring solution. SMART includes a multiviewer to show tiles with multi audio bars, subtitling, teletext and alarm notification. Monitor PSI/SI, bitrates, EPG, CA, TR 2090, Black frame/ Freeze frame and much more. You can receive the logs in SMART PRO client instance, via Solo control. Also use this remote application to configure and analyze the results. The multiviewer layout can be configured in the client. Get your MV stream back via SRT, in low latency.

#### Who Is the Company Behind SMART DVB PRO SERVER?

- **Seller:** [Dualz Solutions BV](https://www.g2.com/sellers/dualz-solutions-bv)
- **Year Founded:** 2006
- **HQ Location:** Someren, NL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6097445561c011ff340dea8cb7b4b2f53ec1cb26acadd03c9deadd4a81e1b674&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdualz-software-bv&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [SmartOffice for Alexa Skills - Deploy & Launch in Minutes](https://www.g2.com/products/smartoffice-for-alexa-skills-deploy-launch-in-minutes/reviews)

SmartOffice for Alexa Skills is a no-code enterprise skill management platform that enables organizations to create and deploy secure Alexa Skills seamlessly. By integrating with enterprise data sources such as Salesforce, ServiceNow, and Zendesk, SmartOffice allows businesses to voice-enable their CRM and Helpdesk systems without the need for coding or custom development. This solution simplifies interactions with CRM opportunities, accounts, contacts, activities, and cases, enhancing productivity and operational efficiency. Key Features and Functionality: - No-Code Skill Creation: Generate Alexa Skills through an intuitive interface without any programming knowledge. - Pre-Built Skill Templates: Access a library of Alexa Skill Blueprints tailored for common business use cases. - Customizable Skills with Integration: Develop dynamic Alexa Skills that integrate with enterprise data sources and APIs, including AWS services, Microsoft Office 365/Azure, and various databases. - Secure Integration: Ensure secure connections to enterprise applications with support for account linking and multi-factor authentication via one-time PINs. - Wide CRM and Helpdesk Support: Compatible with systems like Salesforce, ServiceNow, Zendesk, Microsoft Dynamics CRM, and BMC Remedy, whether deployed in the cloud or on-premises. Primary Value and User Solutions: SmartOffice for Alexa Skills addresses the challenge of integrating voice-enabled capabilities into business operations without the complexities of coding. By providing a no-code platform with pre-built templates and secure integrations, it empowers organizations to enhance productivity, streamline workflows, and improve user engagement. Businesses can quickly deploy voice-activated solutions, allowing employees to interact with CRM and Helpdesk systems more efficiently, ultimately leading to better customer service and operational effectiveness.

#### Who Is the Company Behind SmartOffice for Alexa Skills - Deploy & Launch in Minutes?

- **Seller:** [VoiceWorx.ai](https://www.g2.com/sellers/voiceworx-ai)
- **Year Founded:** 2017
- **HQ Location:** Atlanta, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6d254133b4b4f9c0942b43bede2503a0302f200ff73db4ff3ebb3d1c5aea6148&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvoiceworxai&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [SmartOne Data Labeling](https://www.g2.com/products/smartone-data-labeling/reviews)

At SmartOne, our mission is crystal clear: to propel our global clientele into the future of the AI/ML revolution with groundbreaking data solutions that combine human insight with cutting-edge technology. Since our inception in 2012, SmartOne has become an industry leader in high-value data labeling, partnering with a diverse range of clients from dynamic startups and major industry players to innovative research institutes and renowned higher education institutions. SmartOne transforms industries and pioneers advancements in AI by expertly annotating a wide spectrum of data formats, from text and images to videos and audio. We serve as a critical partner for the world’s premier AI teams, enabling them to push the envelope in computer vision, natural language processing, chatbots, and more. Our efforts catalyze the development of AI applications that are not only innovative but also deeply integrated into the fabric of various verticals, making technology more intuitive, reliable, and responsive to human needs. From our headquarters in Montreal, Canada, SmartOne champions a people-first philosophy, delivering unparalleled annotation services characterized by swiftness, transparency, accuracy, and the utmost respect for data privacy. Our scalable solutions stretch across continents, making our mark in North America, Europe, Africa, and the Middle East, paving the way for a future where technology and humanity converge ethically.

#### Who Is the Company Behind SmartOne Data Labeling?

- **Seller:** [SmartOne](https://www.g2.com/sellers/smartone)
- **Year Founded:** 2012
- **HQ Location:** Montreal, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3c554a0d7a6da0c3413dd309b6efcef3a9318b19ae0aea67aea9331c815d825b&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsmartone-group&secure%5Burl_type%5D=linkedin_company_website)  
378 employees on LinkedIn®

### [SnappyFlow](https://www.g2.com/products/snappyflow/reviews)

SnappyFlow is a full-stack observability solution that brings together metrics, logs, tracing, profiling, synthetics, real user monitoring, and advanced alerting in one unified workflow. It is designed to be simple and focuses on helping customers troubleshoot faster and provide better user experiences to end customers.

**Average Rating:** 4.0/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate SnappyFlow?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.6/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind SnappyFlow?

- **Seller:** [MapleLabs](https://www.g2.com/sellers/maplelabs)
- **Year Founded:** 2014
- **HQ Location:** Bengaluru, IN
- **Twitter:** @maplelabs  
2 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d0de565994f1e3b939ad13a4fcb081edc5674af6624d1b2e85c0e26f2069d3c9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmaplelabs-cloud-solutions%2F&secure%5Burl_type%5D=linkedin_company_website)  
233 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Large

#### What Are Recent G2 Reviews of SnappyFlow?

**["Good Tool for monitoring in Different Environments"](https://www.g2.com/survey_responses/snappyflow-review-8349839)**

**Rating:** 4.0/5.0 stars

_— Ankit S._

[Read full review](https://www.g2.com/survey_responses/snappyflow-review-8349839)

**["Review of SnappyFlow (A great observability tool and platform)"](https://www.g2.com/survey_responses/snappyflow-review-8335615)**

**Rating:** 4.0/5.0 stars

_— Rohit S._

[Read full review](https://www.g2.com/survey_responses/snappyflow-review-8335615)

### [Social distancing detection algorithm](https://www.g2.com/products/social-distancing-detection-algorithm/reviews)

The Social Distancing Detection Algorithm by Providence Healthcare is an advanced solution designed to monitor and enforce social distancing protocols in various environments, such as hospitals, offices, and public spaces. By leveraging computer vision and machine learning technologies, this algorithm analyzes real-time video feeds to detect and alert individuals who are not maintaining the recommended physical distance, thereby helping to reduce the spread of contagious diseases like COVID-19. Key Features and Functionality: - Real-Time Monitoring: Utilizes live video streams to continuously observe and assess the physical distances between individuals. - Automated Detection: Employs advanced object detection models, such as YOLO (You Only Look Once, to accurately identify people within the camera's field of view. - Distance Calculation: Measures the space between detected individuals using depth sensors and perspective mapping techniques to ensure precise distance assessments. - Immediate Feedback: Provides instant visual or auditory alerts when social distancing guidelines are violated, enabling prompt corrective actions. - Scalability: Designed to integrate seamlessly with existing surveillance systems, allowing for deployment across multiple locations without significant infrastructure changes. Primary Value and User Benefits: The Social Distancing Detection Algorithm addresses the critical need for maintaining safe interpersonal distances in shared spaces, a key measure in preventing the transmission of infectious diseases. By automating the monitoring process, it reduces the reliance on manual supervision, thereby enhancing efficiency and ensuring consistent compliance with health guidelines. Organizations can leverage this technology to create safer environments for employees, customers, and visitors, ultimately contributing to public health efforts and minimizing potential outbreaks.

#### Who Is the Company Behind Social distancing detection algorithm?

- **Seller:** [Providence Healthcare](https://www.g2.com/sellers/providence-healthcare)
- **Year Founded:** 1997
- **HQ Location:** Vancouver, British Columbia, Canada
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5e20d444c0d0713238d3fa057cf57e055420a903607961cceb77a55ef39af70c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprovidence-health-care&secure%5Burl_type%5D=linkedin_company_website)  
3,637 employees on LinkedIn®

### [Social Distancing Detector](https://www.g2.com/products/social-distancing-detector/reviews)

Provectus Social Distancing Detector fits well into video analytic workloads for businesses that are to minimize disease transmission risks, gather data for decision-making processes, and ensure adequate personal space for their employees and clients. The solution performs isomorphic analysis by estimating distances between people based on their approximate height. That requires an adequate camera angle, usually placed well-above the queue or crowd so that an image frame does not look misleading.

#### Who Is the Company Behind Social Distancing Detector?

- **Seller:** [Provectus](https://www.g2.com/sellers/provectus)
- **Year Founded:** 2010
- **HQ Location:** Palo Alto, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=de481c6a0c3256374c82e0ba0d057e022827b2ea28ae49ed59c3178e975f10b9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Freinvently-inc&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

### [Social Media Sentiment Analysis](https://www.g2.com/products/social-media-sentiment-analysis/reviews)

If you want to know exactly how people feel about your business, sentiment analysis can do the job. Specifically, social media sentiment analysis takes the conversations of your product around the social space and puts them into context.

#### Who Is the Company Behind Social Media Sentiment Analysis?

- **Seller:** [Virtusa](https://www.g2.com/sellers/virtusa)
- **Year Founded:** 1996
- **HQ Location:** Southborough, Massachusetts, United States
- **Twitter:** @VirtusaCorp  
9,357 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cbdfcd35cdf6932539abcbe29809741b954394e2a866a8a910622e55b6804e5c&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvirtusa&secure%5Burl_type%5D=linkedin_company_website)  
17,345 employees on LinkedIn®
- **Ownership:** NASDAQ: VRTU

### [SoftEther VPN](https://www.g2.com/products/softether-vpn/reviews)

Multi-protocol open source VPN software that can be used for remote private access across all sites.

**Average Rating:** 4.2/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate SoftEther VPN?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.7/10)
- **Quality of Support:** 7.8/10 (Category avg: 8.5/10)
- **Ease of Admin:** 8.8/10 (Category avg: 8.6/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind SoftEther VPN?

- **Seller:** [SoftEther Project](https://www.g2.com/sellers/softether-project)
- **Year Founded:** 2016
- **HQ Location:** Toronto, CA
- **Twitter:** @softethervpn  
6 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 41% Small, 29% Large

#### What Are Recent G2 Reviews of SoftEther VPN?

**["Softether Vpn - Secure & Versatile Open Source Solution"](https://www.g2.com/survey_responses/softether-vpn-review-8359982)**

**Rating:** 4.5/5.0 stars

_— Parampreet S._

[Read full review](https://www.g2.com/survey_responses/softether-vpn-review-8359982)

**["SoftEther VPN"](https://www.g2.com/survey_responses/softether-vpn-review-8272729)**

**Rating:** 4.5/5.0 stars

_— Jennifer C._

[Read full review](https://www.g2.com/survey_responses/softether-vpn-review-8272729)

### [SolidCP Panel on AWS (Windows Server)](https://www.g2.com/products/solidcp-panel-on-aws-windows-server/reviews)

SolidCP Panel on AWS (Windows Server is a comprehensive, open-source control panel designed for hosting companies and IT providers to efficiently manage and automate multi-tenant services on Windows servers. This solution offers a centralized, web-based interface that simplifies the administration of various server applications, enhancing operational efficiency and scalability. Key Features and Functionality: - Multi-Server Management: SolidCP enables the management of multiple Windows servers through a single, responsive web interface, streamlining server administration tasks. - Extensive Application Support: The platform supports a wide range of server applications, including IIS, Microsoft SQL Server, MySQL, MariaDB, Microsoft Exchange, Microsoft SharePoint, Microsoft Lync, Microsoft Skype for Business, WebDAV, Microsoft RemoteApp (RDS, and Hyper-V deployments. - Responsive Design: SolidCP's interface is designed to be responsive across various devices, ensuring accessibility and ease of use for administrators on the go. - Open-Source and Extensible: Being fully open-source, SolidCP allows for customization and extension to meet specific organizational needs, providing flexibility and control over server management. Primary Value and Problem Solved: SolidCP Panel on AWS addresses the complexities associated with managing multiple Windows servers and diverse applications by providing a unified, user-friendly control panel. It automates the provisioning and management of multi-tenant services, reducing manual intervention and the potential for errors. This leads to increased operational efficiency, scalability, and the ability to deliver a wide array of services to clients with minimal overhead. By leveraging SolidCP on AWS, organizations can harness the power of cloud infrastructure while maintaining robust control over their Windows server environments.

#### Who Is the Company Behind SolidCP Panel on AWS (Windows Server)?

- **Seller:** [Elyxia Global Limited](https://www.g2.com/sellers/elyxia-global-limited-cd4db902-451e-4837-b0d8-1a540048bf38)
- **HQ Location:** London, gb
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e22a9198647b76b2044aa32c2a7b6343a086653d0790ad8a40029a825eabdc50&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Felyxia%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Sonata Software AgentBridge](https://www.g2.com/products/sonata-software-agentbridge/reviews)

AgentBridge by Sonata Software is an enterprise-grade Agentic AI framework designed to accelerate AI-powered transformation across business functions. It enables organizations to centrally design, deploy, and govern intelligent AI agents, facilitating secure, scalable, and efficient enterprise automation. By addressing challenges such as fragmented AI initiatives and disconnected systems, AgentBridge empowers businesses to move beyond rule-based automation to intelligent, adaptable AI ecosystems. Key Features and Functionality: - Agent Marketplace: A functionally organized, compliance-aware catalog that allows users to discover, publish, and manage reusable AI agents, complete with built-in analytics and monetization capabilities. - Agent Builder: A visual, drag-and-drop designer featuring industry-specific blueprints, real-time debugging, and one-click publishing to the marketplace, enabling rapid development and deployment of AI agents. - Core Agent Logic: Supports configurable workflows, multi-channel processing (MCP), agent-to-agent (A2A) interactions, and full execution traceability, ensuring robust and adaptable AI operations. - Integrations & Orchestrators: Seamless connectivity with leading cloud providers, ERP systems, and enterprise databases, facilitating smooth integration into existing enterprise infrastructures. - Observability & ROI Dashboards: Provides real-time telemetry, drift analytics, and embedded compliance tools for responsible AI assurance, offering insights into performance and return on investment. - Cloud & Model Support: Ensures secure access to hosted and private models across multi-cloud environments, supporting flexible and scalable AI deployments. Primary Value and Solutions Provided: AgentBridge addresses the industry's growing need for scalable, secure, and compliant AI deployment by offering a unified platform for multi-agent orchestration. It empowers enterprises to drive AI adoption with governance and observability, enabling real efficiencies, new revenue streams, and next-level automation. By integrating AI agents seamlessly into business workflows, organizations can overcome the limitations of fragmented AI initiatives, achieve higher operational efficiency, and unlock the full potential of AI-driven transformation.

#### Who Is the Company Behind Sonata Software AgentBridge?

- **Seller:** [Sonata Software](https://www.g2.com/sellers/sonata-software)
- **Year Founded:** 1986
- **HQ Location:** Bengaluru, Karnataka, India
- **Twitter:** @Sonata\_Software  
2,732 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9651fac56ccaa8cfd9f66f30d7445ef84b7042320c1aa6dd0c75bb73c7a1fa51&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6005&secure%5Burl_type%5D=linkedin_company_website)  
7,717 employees on LinkedIn®
- **Ownership:** NSE: SONATSOFTW

### [Sonatype SBOM Manager](https://www.g2.com/products/sonatype-sbom-manager/reviews)

Sonatype SBOM Manager helps organizations generate, centralize, and manage Software Bills of Materials (SBOMs) across their software portfolio so teams can meet compliance requirements and respond faster to supply chain risk. SBOMs are increasingly required for procurement, audits, and security programs - but collecting them from many teams and vendors, keeping them current, and turning them into actionable risk insights is hard. SBOM Manager brings SBOM creation and management together in a single place so security, compliance, and procurement teams can standardize how SBOMs are produced, stored, shared, and reviewed. Key capabilities: - Generate SBOMs for applications in widely used formats (CycloneDX and SPDX) - Import and manage SBOMs received from third-party software suppliers - Centralize SBOMs across teams and products for consistent governance and audit readiness - Support risk and compliance workflows by making SBOM data easy to access, distribute, and operationalize SBOM Manager pairs Sonatype’s component intelligence with dedicated SBOM management so organizations can strengthen their software supply chain security posture, stay ahead of evolving requirements, and reduce the effort of proving compliance.

#### Who Is the Company Behind Sonatype SBOM Manager?

- **Seller:** [Sonatype](https://www.g2.com/sellers/sonatype)
- **Year Founded:** 2008
- **HQ Location:** Fulton, US
- **Twitter:** @sonatype  
10,589 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dd965bcc74ef94929b9eb731aaa8ab372133c521cbfc49096fe776e20652458f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F210324%2F&secure%5Burl_type%5D=linkedin_company_website)  
551 employees on LinkedIn®

### [Spark Cloud-Native Stack - Kubernetes Container Solution 2.0](https://www.g2.com/products/spark-cloud-native-stack-kubernetes-container-solution-2-0/reviews)

Spark Cloud-Native Stack - Kubernetes Container Solution 2.0 enables computation applications which are almost 10x faster than traditional Hadoop MapReduce applications. It is a unified framework for processing large amounts of data near to real-time.

#### Who Is the Company Behind Spark Cloud-Native Stack - Kubernetes Container Solution 2.0?

- **Seller:** [The Apache Software Foundation (ASF)](https://www.g2.com/sellers/the-apache-software-foundation-asf)
- **Year Founded:** 2014
- **HQ Location:** Ilford, GB
- **Twitter:** @YobitelComm  
195 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776eeaf7e951f8fe439966b43c736de9dd3d0f91f1deac7f0df8b45061ceb11e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapache-superset%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

### [Speech Annotation Service for Machine Learning Datasets [English]](https://www.g2.com/products/speech-annotation-service-for-machine-learning-datasets-english/reviews)

AnnotateIt provides low-latency, high-accuracy speech labeling purpose-built for Machine Learning applications. Our speech annotation service helps you build and label speech datasets for custom speech and natural language processing applications at any scale.

#### Who Is the Company Behind Speech Annotation Service for Machine Learning Datasets [English]?

- **Seller:** [AnnotateIt](https://www.g2.com/sellers/annotateit)
- **HQ Location:** Atlanta, GA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

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[Browse AWS Marketplace Themes](/categories/aws-marketplace/themes)

 ![Neeraja Prakash](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Neeraja Prakash")
NP

Researched and written by [Neeraja Prakash](https://research.g2.com/insights/author/neeraja-prakash)

Updated June 16, 2025

The AWS Marketplace category includes a diverse range of software solutions designed to enhance and optimize operations within the Amazon Web Services (AWS) ecosystem. These products offer pre-configured Amazon Machine Images (AMIs), container solutions, and specialized services that cater to various business needs, from secure web hosting and data labeling to machine learning model deployment and transportation cost prediction. By leveraging AWS infrastructure, these solutions provide scalability, security, and seamless integration with existing AWS services, enabling businesses to efficiently deploy, manage, and scale their applications and services in the cloud.

To qualify for inclusion in the AWS Marketplace category, a product must:

- Have features and use cases that do not fit into existing marketplace apps categories
- Be designed to integrate with or enhance the functionality of AWS services, providing value through pre-configured environments, specialized tools, or managed services

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