# Best AWS Marketplace Software - Page 88

## 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**

### UserGuiding

UserGuiding is a no-code product adoption platform for teams who need users to reach value on their own, without a support ticket or a training call. You build in-app guidance inside your own product using a visual editor and a Chrome extension, with no engineering ticket. Interactive guides and walkthroughs, onboarding checklists, tooltips, hotspots, banners and announcement modals, each targeted to segments you define from user attributes and events. One platform for the whole adoption loop. Onboard users, see where they stall, ask them why, collect what they want built next, show them what you committed to, then announce it in-app when it ships. Self-serve help: a standalone multilingual Knowledge Base, a Resource Center widget inside your product, and an AI Assistant that answers your users' questions conversationally from your own content. Deflect tickets without adding headcount. Feedback and evidence: in-app surveys and NPS targeted to the right users at the right moment, analytics on every guide, checklist and survey, and Session Replay to see exactly where users stall. Custom Alerts flag a material that stops performing, instead of you finding out at the monthly review. Feature requests and public roadmap: your users submit ideas inside your product and vote on each other's. Everything lands in an inbox you approve before anything goes public. What you pick moves onto a public roadmap in status columns you name yourself, and when it ships it becomes an update post on the same page the request started on. AI-native access: UserGuiding ships an MCP server, so you can query your own adoption data straight from Claude, Cursor or any MCP client rather than exporting spreadsheets. The 1:1 onboarding program: twelve weeks, one hour a week, someone from our team on a call with yours, building in your account instead of handing you a plan. Each session takes one piece of your user journey and gets something live. UserGuiding is the only product adoption platform that includes a weekly 1:1 onboarding program at no additional fee. Everywhere else, hands-on implementation is a paid services engagement or reserved for enterprise contracts. You can see what UserGuiding costs without booking a call. Plans start at $174 per month billed annually. Enterprise adds SAML SSO, activity logs, migration support, and SOC 2, GDPR and HIPAA compliance. More than 1,000 companies use UserGuiding, which holds 4.7 stars across 772 G2 reviews, most often praised for how quickly it goes live.

[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=2026-08-02T07%3A18%3A12Z&secure%5Bdisplayable_resource_id%5D=1561&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=85720&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=85720&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%3D88&secure%5Btoken%5D=00c0cc05e010e81d4eb10820c4d26b58e25961d876ed19eaa58d320cddbeccaa&secure%5Burl%5D=https%3A%2F%2Fuserguiding.com%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3Dg2_cpc&secure%5Burl_type%5D=custom_url)

### [Harbor Adapter Trivy Container Solution](https://www.g2.com/products/harbor-adapter-trivy-container-solution/reviews)

The Harbor Adapter Trivy Container Solution, offered by Bitnami by VMware, is a secure and up-to-date component designed to integrate Trivy's vulnerability scanning capabilities into Harbor, a cloud-native artifact registry. This adapter translates Harbor's API calls into Trivy's, enabling Harbor to generate comprehensive vulnerability reports for container images as part of its scanning process. By leveraging this integration, organizations can enhance their container security posture by identifying and addressing vulnerabilities within their containerized applications. Key Features and Functionality: - Seamless Integration: Facilitates the connection between Harbor and Trivy, allowing for efficient vulnerability scanning within the Harbor environment. - Up-to-Date and Secure: Bitnami ensures that the adapter is regularly updated to incorporate the latest security patches and features, maintaining a high standard of security. - Customizable Deployment: Offers flexibility in deployment, supporting various environments and configurations to meet organizational needs. - Efficient and Lightweight: Designed with a minimal base image, the adapter ensures optimal performance without unnecessary overhead. Primary Value and Problem Solved: The Harbor Adapter Trivy Container Solution addresses the critical need for robust vulnerability management in containerized environments. By integrating Trivy's scanning capabilities into Harbor, it provides organizations with a streamlined process to detect and report vulnerabilities in container images. This integration enhances security by enabling proactive identification and remediation of potential threats, thereby reducing the risk of deploying vulnerable containers into production environments. Additionally, the adapter's up-to-date and customizable nature ensures that organizations can maintain a secure and efficient container registry tailored to their specific requirements.

#### Who Is the Company Behind Harbor Adapter Trivy Container Solution?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

### [Harbor Clair Container Solution](https://www.g2.com/products/harbor-clair-container-solution/reviews)

The Harbor Clair Container Solution, offered by Bitnami by VMware, is a containerized application that integrates Clair, an open-source vulnerability scanner, with Harbor, a cloud-native container registry. This solution enables organizations to enhance the security of their containerized applications by providing automated vulnerability scanning and management within their container registry. Key Features and Functionality: - Automated Vulnerability Scanning: Clair analyzes container images stored in Harbor, identifying known vulnerabilities by referencing the Common Vulnerabilities and Exposures (CVE database. - Seamless Integration: The solution translates Harbor's API calls into Clair's API, allowing for efficient vulnerability reporting and management directly within the Harbor interface. - Up-to-Date and Secure: Bitnami ensures that the container solution is regularly updated and packaged following industry best practices, providing a secure and reliable environment for vulnerability scanning. Primary Value and User Benefits: By integrating Clair with Harbor, this solution addresses the critical need for security in containerized environments. It automates the detection of vulnerabilities within container images, enabling organizations to proactively manage and mitigate security risks. This integration streamlines the vulnerability management process, reducing manual effort and enhancing the overall security posture of containerized applications.

#### Who Is the Company Behind Harbor Clair Container Solution?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

### [Hardened CentOS 8.3](https://www.g2.com/products/hardened-centos-8-3/reviews)

This is a repackaged software wherein additional charges apply for optimizing this product for enterprise ready production environments. CentOS 8.3 for AWS is a premier image designed by Ntegral optimized for production environments on AWS. This VM provides the latest features available in CentOS 8.3.

#### Who Is the Company Behind Hardened CentOS 8.3?

- **Seller:** [Ntegral](https://www.g2.com/sellers/ntegral)
- **Year Founded:** 2002
- **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=d71862d6a07d35d12d3a94250ed7c47d8d513d865de447ff2652b83bbd822014&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1353454&secure%5Burl_type%5D=linkedin_company_website)  
10 employees on LinkedIn®

### [Hardened Debian 9 with support by Atomized](https://www.g2.com/products/hardened-debian-9-with-support-by-atomized/reviews)

This product has charges associated with it for hardening and maintenance. This Frontline Launch VM is secured using 400+ security controls.

#### Who Is the Company Behind Hardened Debian 9 with support by Atomized?

- **Seller:** [Opal](https://www.g2.com/sellers/opal)
- **Year Founded:** 2011
- **HQ Location:** Portland, OR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d02515d1c9a09302651c23a49d06e3fd01e110d41ab82eeaa0513efc9ff77ff6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fopal-software%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
138 employees on LinkedIn®

### [Hardened Microsoft Windows Server 2012 R2](https://www.g2.com/products/hardened-microsoft-windows-server-2012-r2/reviews)

The Hardened Microsoft Windows Server 2012 R2 is a fortified version of Microsoft's server operating system, designed to provide enhanced security and performance for enterprise environments. This hardened edition incorporates critical security updates and configurations to protect against unauthorized access and potential vulnerabilities, ensuring a robust and reliable server infrastructure. Key Features and Functionality: - Enhanced Security Measures: Pre-configured with the latest security patches and settings to mitigate common threats and attacks. - Optimized Performance: Fine-tuned system configurations to deliver improved efficiency and responsiveness for demanding workloads. - Comprehensive Compliance: Aligns with industry standards and best practices to meet regulatory requirements and organizational security policies. - Simplified Deployment: Ready-to-use image that reduces setup time and complexity, allowing for quick integration into existing IT infrastructures. Primary Value and Problem Solved: The Hardened Microsoft Windows Server 2012 R2 addresses the critical need for a secure and stable server environment in enterprise settings. By providing a pre-hardened operating system, it alleviates the burden on IT teams to manually implement security configurations and updates, thereby reducing the risk of misconfigurations and potential breaches. This solution ensures that organizations can maintain high levels of security and compliance while focusing on their core business operations.

#### Who Is the Company Behind Hardened Microsoft Windows Server 2012 R2?

- **Seller:** [Frontline](https://www.g2.com/sellers/frontline)
- **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=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®

### [Hardened Microsoft Windows Server 2016](https://www.g2.com/products/hardened-microsoft-windows-server-2016/reviews)

The Hardened Microsoft Windows Server 2016, offered by Citadel Security, is a pre-configured Amazon Machine Image designed to enhance security for cloud-based workloads. This AMI is meticulously hardened according to the Center for Internet Security Level 1 Benchmark and DevSec recommendations, providing a robust foundation for organizations seeking to deploy secure Windows Server environments on Amazon Web Services . Citadel ensures that this AMI is updated quarterly, incorporating the latest security patches and configurations to maintain optimal protection. Key Features and Functionality: - Industry-Standard Hardening: Configured in alignment with CIS Level 1 Benchmark and DevSec guidelines, ensuring adherence to widely accepted security standards. - Secure Configuration: Focuses on limiting access and reducing software vulnerabilities by implementing stringent security settings. - Regular Updates: Citadel provides quarterly security and maintenance updates, keeping the AMI current with evolving security threats. - Premium Support: Includes dedicated support for the operating system, offering assistance with deployment and ongoing management. Primary Value and User Benefits: This hardened AMI addresses the critical need for secure cloud infrastructure by offering a ready-to-use, security-focused Windows Server 2016 environment. By leveraging this AMI, organizations can significantly reduce the time, cost, and risk associated with configuring and maintaining secure server instances. The pre-applied security configurations and regular updates ensure that users can focus on their core business operations without compromising on security.

#### Who Is the Company Behind Hardened Microsoft Windows Server 2016?

- **Seller:** [Frontline](https://www.g2.com/sellers/frontline)
- **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=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®

### [Hardened Ubuntu 16 with support by Atomized](https://www.g2.com/products/hardened-ubuntu-16-with-support-by-atomized/reviews)

This product has charges associated with it for hardening and maintenance. This Frontline Launch VM is secured using 400+ security controls.

#### Who Is the Company Behind Hardened Ubuntu 16 with support by Atomized?

- **Seller:** [Opal](https://www.g2.com/sellers/opal)
- **Year Founded:** 2011
- **HQ Location:** Portland, OR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d02515d1c9a09302651c23a49d06e3fd01e110d41ab82eeaa0513efc9ff77ff6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fopal-software%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
138 employees on LinkedIn®

### [Hardened Ubuntu 18 with support by Atomized](https://www.g2.com/products/hardened-ubuntu-18-with-support-by-atomized/reviews)

Ubuntu 18 provides a secure, stable, and high performance execution environment to develop and run cloud and enterprise applications. This Frontline Launch VM is updated and maintained regularly. Launching an image hardened according to the trusted security configuration baselines prescribed by a CIS Benchmark will reduce cost, time, and risk to an organization. This Frontline Launch VM is configured with the majority of the recommendations included in the corresponding CIS Benchmark. The Level 1 Profile settings within the CIS Benchmark have been applied with the intent to provide a clear security benefit without inhibiting the utility of the technology beyond acceptable means.

#### Who Is the Company Behind Hardened Ubuntu 18 with support by Atomized?

- **Seller:** [Atomized Security](https://www.g2.com/sellers/atomized-security)
- **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=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®

### [Hardened Ubuntu 20 with support by Atomized](https://www.g2.com/products/hardened-ubuntu-20-with-support-by-atomized/reviews)

This product has charges associated with it for hardening and maintenance. This Frontline Launch VM is secured using 400+ security controls.

#### Who Is the Company Behind Hardened Ubuntu 20 with support by Atomized?

- **Seller:** [Opal](https://www.g2.com/sellers/opal)
- **Year Founded:** 2011
- **HQ Location:** Portland, OR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d02515d1c9a09302651c23a49d06e3fd01e110d41ab82eeaa0513efc9ff77ff6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fopal-software%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
138 employees on LinkedIn®

### [HashRegistry Subscription](https://www.g2.com/products/hashregistry-subscription/reviews)

HashRegistry Subscription is a service designed to enhance the security and integrity of containerized applications by providing cryptographic signing capabilities. By generating unique digital signatures for container images, HashRegistry ensures that only verified and unaltered images are deployed, safeguarding against unauthorized modifications and potential security threats. Key Features and Functionality: - Cryptographic Signing: Utilizes secure hash algorithms to create digital signatures for container images, ensuring their authenticity and integrity. - Automated Verification: Integrates seamlessly into the deployment pipeline, automatically verifying the integrity of container images before deployment. - Tamper Detection: Detects any unauthorized changes to container images, preventing the deployment of compromised containers. - Compliance Support: Assists organizations in meeting security compliance requirements by providing verifiable proof of container image integrity. Primary Value and Problem Solved: HashRegistry Subscription addresses the critical need for secure and trustworthy container deployments in modern cloud environments. By ensuring that only verified and untampered container images are deployed, it mitigates the risk of security breaches resulting from compromised containers. This service is particularly valuable for organizations aiming to maintain high security standards, comply with regulatory requirements, and protect their applications from potential threats associated with unauthorized or altered container images.

#### Who Is the Company Behind HashRegistry Subscription?

- **Seller:** [Antonym](https://www.g2.com/sellers/antonym)
- **HQ Location:** Turin, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=754976fd577d83478f5d3b6ffed9605199f06c1fc94d80de3f1699fd3173860b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fantonio-lupi-showroom-torino&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [HCL CoTrust Blockchain Platform v2.1 (Mars)](https://www.g2.com/products/hcl-cotrust-blockchain-platform-v2-1-mars/reviews)

HCL's CoTrust™ Blockchain Platform v2.1 is a comprehensive suite designed to accelerate enterprise adoption of blockchain technology. This platform is agnostic to various blockchain frameworks, including Hyperledger Fabric, Ethereum, and R3 Corda, providing the foundational capabilities and scaffolding necessary to establish a ready-to-use blockchain network. The Mars release offers a streamlined setup, enabling users to deploy a Hyperledger Fabric environment with minimal effort. Key Features and Functionality: - Simplified Deployment: Initiate a Hyperledger Fabric environment with a single command, reducing setup complexities. - CoTrust Ops Manager : Utilize a web-based interface to create channels, install and instantiate chaincodes , and perform invoke or query functions seamlessly. - Integrated Monitoring: Leverage the built-in Hyperledger Explorer to monitor and manage blockchain network activities effectively. - Comprehensive Software Stack: The platform includes Hyperledger Fabric 1.4, Hyperledger Explorer v1.1.2, Docker 19.03.12, Docker Compose 1.26.2, NodeJS 12.18.3, and the HCL CoTrust Blockchain Console v2.1. Primary Value and User Solutions: CoTrust™ addresses the challenges enterprises face in adopting blockchain technology by offering a ready-to-use, scalable, and platform-agnostic solution. It simplifies the deployment and management of blockchain networks, allowing organizations to focus on developing and implementing blockchain use cases without the overhead of complex setup processes. By providing tools for rapid prototyping and scalable solutions, CoTrust™ reduces business risks and operational complexities associated with blockchain network management.

#### Who Is the Company Behind HCL CoTrust Blockchain Platform v2.1 (Mars)?

- **Seller:** [HCL Technologies](https://www.g2.com/sellers/hcl-technologies)
- **Year Founded:** 1999
- **HQ Location:** Noida, Uttar Pradesh
- **Twitter:** @hcltech  
425,043 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=956a02ad8dbfeae42d5674b0244526801e33ae7988583df05d94f7af84d4ede2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1756%2F&secure%5Burl_type%5D=linkedin_company_website)  
246,058 employees on LinkedIn®
- **Ownership:** NSE - National Stock Exchange of India

### [HDXReader](https://www.g2.com/products/hdxreader/reviews)

Hydrolix is a serverless, cloud native database platform that is optimized for low-latency ad hoc queries of high-volume, append-only data. Patented compression technology and an architecture that offers elasticity in scaling and on-demand massive parallelism means Hydrolix delivers data warehouse performance at data lake prices. Deployed in your own cloud account, Hydrolix is ideal for devops, secops, and data engineering work flows, eliminating the need to make architectural and business trade-offs driven by high data costs and operational complexity. Switching to Hydrolix allows you to store more data for less, increase performance, and put an end to infrastructure creep.

#### Who Is the Company Behind HDXReader?

- **Seller:** [Hydrolix](https://www.g2.com/sellers/hydrolix)
- **Year Founded:** 2018
- **HQ Location:** Portland, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a41e36db4f892306f0ccd3b9b28ae776d70c212daab8e598b3964f039c2c24f3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhydrolix%2F&secure%5Burl_type%5D=linkedin_company_website)  
201 employees on LinkedIn®

### [Headlight Telesto](https://www.g2.com/products/headlight-telesto/reviews)

Telesto™ is an advanced subterranean asset mapping solution developed by Headlight AI, designed to inspect and map underground infrastructure, particularly water and wastewater systems, even in GPS-denied and low-light environments. This integrated multi-sensor system combines LiDAR technology with high-definition imaging and artificial intelligence to deliver comprehensive 3D maps and condition assessments of subterranean assets. Key Features and Functionality: - Multi-Sensor Integration: Telesto™ utilizes a combination of LiDAR scanners and low-light cameras to capture detailed 3D point clouds and high-definition images, providing a holistic view of underground structures. - Artificial Intelligence Analysis: The system employs AI algorithms to detect and locate defects such as calcification and exposed aggregate, enhancing the accuracy and efficiency of condition assessments. - Automated Condition Reporting: Telesto™ automatically generates condition assessment reports, streamlining the reporting process and reducing manual labor. - Subterranean Deployment: Designed for versatility, Telesto™ can be mounted on robotic or floating platforms to survey both dry and flowing assets, capturing up to 2 kilometers of data per day. - Enhanced Safety: By minimizing the need for personnel entry into confined spaces like sewers and culverts, Telesto™ significantly improves worker safety during inspections. Primary Value and User Solutions: Telesto™ addresses critical challenges in underground infrastructure management by providing accurate, efficient, and safe inspection and mapping capabilities. Its ability to operate in GPS-denied and low-light conditions ensures comprehensive data collection where traditional methods fall short. The integration of AI-driven analysis and automated reporting reduces the time and cost associated with manual inspections, while the detailed 3D mapping supports predictive maintenance strategies. Ultimately, Telesto™ empowers utility companies, contractors, and infrastructure managers to make informed decisions, enhance operational efficiency, and ensure the longevity and safety of underground assets.

#### Who Is the Company Behind Headlight Telesto?

- **Seller:** [Headlight AI Limited](https://www.g2.com/sellers/headlight-ai-limited)
- **Year Founded:** 2017
- **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=07a24127efd78c1cec9911e3140fdedc995f3e81357c8ed1adb89785b0cacc68&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fheadlightai&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [Heart Disease - Classifier](https://www.g2.com/products/heart-disease-classifier/reviews)

The Heart Disease Classifier is a machine learning model designed to predict the likelihood of heart disease in individuals based on various health parameters. Utilizing advanced algorithms, this classifier analyzes patient data to provide accurate assessments, aiding healthcare professionals in early diagnosis and intervention. Key Features and Functionality: - Machine Learning Model: Employs sophisticated algorithms to analyze patient data and predict heart disease risk. - Data Analysis: Processes multiple health indicators, including age, blood pressure, cholesterol levels, and more, to assess risk factors. - Predictive Accuracy: Achieves high accuracy in identifying potential heart disease cases, enhancing diagnostic confidence. - Integration Capabilities: Can be integrated with existing healthcare systems for seamless data input and result interpretation. Primary Value and Problem Solved: The Heart Disease Classifier addresses the critical need for early detection of heart disease, a leading cause of mortality worldwide. By providing reliable predictions based on patient data, it empowers healthcare providers to initiate timely interventions, potentially reducing the incidence of severe cardiac events and improving patient outcomes.

#### Who Is the Company Behind Heart Disease - Classifier?

- **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

### [Heart Failure Disease State Predictor](https://www.g2.com/products/heart-failure-disease-state-predictor/reviews)

The Heart Failure Disease State Predictor is an advanced machine learning model designed to assess the likelihood of heart failure in patients by analyzing a comprehensive set of health indicators. Utilizing Amazon SageMaker, this solution processes patient data—including age, blood pressure, cholesterol levels, and lifestyle factors—to deliver accurate predictions regarding heart failure risk. Key Features and Functionality: - Comprehensive Data Analysis: Evaluates multiple health parameters to provide a holistic assessment of heart failure risk. - Machine Learning Integration: Employs sophisticated algorithms within Amazon SageMaker to enhance prediction accuracy. - Real-Time Predictions: Delivers immediate risk assessments, facilitating prompt medical interventions. - Scalable Deployment: Easily integrates into existing healthcare systems, accommodating varying data volumes and user needs. Primary Value and User Benefits: By offering precise and timely predictions of heart failure risk, the Heart Failure Disease State Predictor empowers healthcare providers to identify high-risk patients early. This early detection enables proactive management strategies, potentially reducing hospitalizations and improving patient outcomes. Additionally, the model's scalability and integration capabilities ensure that healthcare institutions can seamlessly adopt this tool to enhance their diagnostic processes.

#### Who Is the Company Behind Heart Failure Disease State Predictor?

- **Seller:** [Perception Health](https://www.g2.com/sellers/perception-health-7f0509e4-bcec-4853-8ae3-d412fad8819c)
- **Year Founded:** 2014
- **HQ Location:** Franklin, Tennessee
- **Twitter:** @perceptionheal  
245 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c64032f71b83d425f1e5258372761a5f400dca020db70f6b945665ef86394324&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fperception-health&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

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