# Best AWS Marketplace Software - Page 59

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

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

### Category Stats (Jul 2026)

- **Average Rating:** 4.39/5 (↓0.01 vs Jun 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: July 31, 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**

### Fortinet Managed Rules for AWS WAF

Fortinet’s WAF rulesets are additional security signatures that can be used to enhance the protections included in the base AWS WAF product. They are updated on a regular basis to include the latest threat intelligence from the award-winning FortiGuard Labs. The Complete OWASP Top 10 Ruleset provides a comprehensive package for web application protection offered by Fortinet to help address the OWASP Top 10 web application threats. Includes protection for various Injection attacks such as SQL and command Injection , Cross Site Scripting, General and Known Exploits, Malicious Bots and Common Vulnerabilities and Exposures (CVE).

[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=2026-07-31T18%3A55%3A43Z&secure%5Bdisplayable_resource_id%5D=2598&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2598&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=145276&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%3D59&secure%5Btoken%5D=7843804d8d0d894c5ee1043c0d9a37ad2a13f7c6da6a018c203b7a005c2fa131&secure%5Burl%5D=https%3A%2F%2Fwaf-security.com%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_id%3Ddirect-publisher&secure%5Burl_type%5D=custom_url)

### [CacheSight](https://www.g2.com/products/cachesight/reviews)

CacheSight enables developers and dev-ops engineers to measure performance and troubleshoot issues for ElastiCache for Memcached. CacheSight helps to determine if your caching strategy is working as planned by delivering unique insight into the performance of your cache.

#### Who Is the Company Behind CacheSight?

- **Seller:** [MemCachier](https://www.g2.com/sellers/memcachier)
- **Year Founded:** 2012
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3a00f5e8793e1ef61121a0ade8ee424afd8389dd8c997466dc0a862e7b3aa0ec&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmemcachier&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Caddie AI](https://www.g2.com/products/tiber-solutions-caddie-ai/reviews)

Caddie AI is a generative AI platform that integrates large language models (LLMs) with private business data, enabling organizations to develop and monetize personalized AI products. By ingesting both structured and unstructured data—such as databases, documents, and spreadsheets—Caddie AI tailors AI solutions to specific domains, customer needs, and workflows. The platform offers a fully white-label experience, allowing businesses to customize branding, user interface components, and messaging, ensuring the end product aligns seamlessly with their corporate identity. With built-in user management and no-code deployment options, Caddie AI facilitates rapid and secure deployment of AI products to paying customers, reducing the time from prototype to production to mere days. Key Features: - Personalized Data Integration: Ingest and integrate both structured and unstructured business data to create AI products tailored to specific domains, customers, and workflows. - White-Label Customization: Fully customize branding, UI components, and messaging to ensure the AI product reflects the company's identity. - Rapid Deployment: Utilize built-in user management and no-code deployment options to quickly and securely deploy AI products to customers. - Generative AI Interface: Employ a no-code prompt agent to build and deploy custom generative AI workflows without requiring machine learning expertise. - Multi-Tenant Data Governance: Ensure secure and compliant deployments with strict data segmentation by tenant or client. - Secure Cloud Hosting: Operate in a secure, dedicated cloud instance with no exposure to public LLMs, maintaining full control over privacy and compliance. Primary Value and Problem Solved: Caddie AI empowers businesses to harness the capabilities of generative AI by integrating their proprietary data, enabling the creation of personalized AI products that can be monetized. This approach addresses the challenge of developing AI solutions that are both domain-specific and aligned with unique customer needs, all while maintaining brand consistency and ensuring data security. By offering a no-code, white-label platform, Caddie AI significantly reduces the time and technical barriers associated with AI product development, allowing companies to swiftly bring tailored AI solutions to market.

#### Who Is the Company Behind Caddie AI?

- **Seller:** [Tiber Solutions](https://www.g2.com/sellers/tiber-solutions)
- **Year Founded:** 2005
- **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=58ced29573d3018e873b6c60c4b079fb36346f84da95a1fae76edd19f7e65027&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftiber-solutions-llc&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

### [CADvizor](https://www.g2.com/products/cadvizor/reviews)

CADvizor is an ECAD dedicated to wire harnesses. CAD developed and used by automotive electronics and harness suppliers. Design the circuit's From-To logical connection, and design wiring diagrams quickly and easily. The optimal wire path can be calculated from the actual length for manufacturing.

#### Who Is the Company Behind CADvizor?

- **Seller:** [MEGAZONE CLOUD](https://www.g2.com/sellers/megazone-cloud)
- **Year Founded:** 2018
- **HQ Location:** Gwacheon-si, KR
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8ef484435d1dd7e9083d07953a8d3d0de1a8a4fb8f95914ff0ae7f69010982a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmegazonecloud&secure%5Burl_type%5D=linkedin_company_website)  
782 employees on LinkedIn®

### [Caffe Python 2.7 CPU Production](https://www.g2.com/products/caffe-python-2-7-cpu-production/reviews)

The Caffe Python 2.7 CPU Production AMI is a pre-configured and fully integrated software stack designed for deep learning applications. It features Caffe, an open-source deep learning framework developed by UC Berkeley, optimized for image classification and segmentation tasks. This AMI is tailored for CPU-based environments, providing a stable and high-performance execution platform for both training and inference tasks. Key Features and Functionality: - Pre-Configured Environment: The AMI comes with Caffe and Python 2.7 pre-installed, eliminating the need for manual setup and configuration. - CPU Optimization: Specifically designed for CPU usage, making it suitable for environments without GPU resources. - Support for Various Neural Network Architectures: Caffe supports a range of deep learning architectures, including Convolutional Neural Networks (CNNs, Recurrent Neural Networks (RNNs, and Long Short-Term Memory (LSTM networks. - Integration with Python: The inclusion of Python 2.7 allows for scripting and automation, facilitating the development and deployment of deep learning models. Primary Value and Problem Solved: This AMI provides a ready-to-use environment for developers and researchers to build, train, and deploy deep learning models without the overhead of setting up and configuring the software stack. By offering a CPU-optimized solution, it caters to users who may not have access to GPU resources, enabling them to perform deep learning tasks efficiently. The integration of Caffe with Python 2.7 ensures compatibility with existing codebases and facilitates rapid development and experimentation in deep learning projects.

#### Who Is the Company Behind Caffe Python 2.7 CPU Production?

- **Seller:** [Jetware](https://www.g2.com/sellers/jetware-c6839872-6292-4a7b-973d-ac6da2ceaa45)
- **Year Founded:** 2017
- **HQ Location:** Roma, IT
- **Twitter:** @jetware\_io  
25 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776dc0660ec4fdc63006d90be47aaeb7018753ef0374aaafb08e80dd0af0063f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjetware.org%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Caffe Python 2.7 NVidia GPU Production](https://www.g2.com/products/caffe-python-2-7-nvidia-gpu-production/reviews)

The "Caffe Python 2.7 NVidia GPU Production" is a pre-configured Amazon Machine Image (AMI) designed to facilitate the development and deployment of deep learning applications using the Caffe framework. This AMI integrates Python 2.7 and is optimized for NVIDIA GPU acceleration, providing a robust environment for training and deploying convolutional neural networks (CNNs and other deep learning models. Key Features and Functionality: - Pre-Installed Caffe Framework: Offers a ready-to-use setup of the Caffe deep learning framework, eliminating the need for manual installation and configuration. - Python 2.7 Integration: Includes Python 2.7, enabling users to develop and execute deep learning scripts seamlessly. - NVIDIA GPU Optimization: Configured to leverage NVIDIA GPUs, enhancing computational performance for training and inference tasks. - CUDA and cuDNN Support: Incorporates NVIDIA's CUDA and cuDNN libraries, providing efficient GPU-accelerated operations. - Ubuntu Operating System: Built upon the Ubuntu OS, offering a stable and widely-supported environment for development. Primary Value and Problem Solved: This AMI addresses the complexities associated with setting up a deep learning environment by providing a pre-configured, GPU-optimized platform. It enables researchers, data scientists, and developers to focus on model development and experimentation without the overhead of system configuration. By leveraging NVIDIA GPU acceleration, the AMI significantly reduces training times, facilitating faster iterations and more efficient deep learning workflows.

#### Who Is the Company Behind Caffe Python 2.7 NVidia GPU Production?

- **Seller:** [Jetware](https://www.g2.com/sellers/jetware-c6839872-6292-4a7b-973d-ac6da2ceaa45)
- **Year Founded:** 2017
- **HQ Location:** Roma, IT
- **Twitter:** @jetware\_io  
25 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776dc0660ec4fdc63006d90be47aaeb7018753ef0374aaafb08e80dd0af0063f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjetware.org%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Caffe Python 3.6 CPU Production on Ubuntu](https://www.g2.com/products/caffe-python-3-6-cpu-production-on-ubuntu/reviews)

The "Caffe Python 3.6 CPU Production on Ubuntu" is an Amazon Machine Image (AMI) designed to provide a ready-to-use environment for deploying and running deep learning applications using the Caffe framework on Ubuntu. This AMI is tailored for CPU-based computations, making it suitable for users who prefer or require CPU processing over GPU acceleration. Key Features and Functionality: - Preconfigured Environment: The AMI comes with Caffe and Python 3.6 fully installed and configured, allowing users to start developing and deploying deep learning models immediately without the need for manual setup. - Optimized for CPU Performance: Specifically designed for CPU-based operations, this AMI ensures efficient execution of deep learning tasks without the need for GPU resources. - Stable and Secure Setup: Built on Ubuntu, the AMI provides a stable and secure operating system environment, benefiting from regular updates and a strong support community. - Extensive Library Support: The environment includes support for various open-source packages and libraries essential for deep learning and data science applications. Primary Value and Problem Solved: This AMI addresses the challenges associated with setting up a deep learning environment by offering a preconfigured, CPU-optimized platform. Users can bypass the often complex and time-consuming process of installing and configuring Caffe and its dependencies. By providing a ready-to-use environment, it enables researchers, data scientists, and developers to focus on building and deploying their deep learning models efficiently, without worrying about the underlying infrastructure setup.

#### Who Is the Company Behind Caffe Python 3.6 CPU Production on Ubuntu?

- **Seller:** [Jetware](https://www.g2.com/sellers/jetware-c6839872-6292-4a7b-973d-ac6da2ceaa45)
- **Year Founded:** 2017
- **HQ Location:** Roma, IT
- **Twitter:** @jetware\_io  
25 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=776dc0660ec4fdc63006d90be47aaeb7018753ef0374aaafb08e80dd0af0063f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjetware.org%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Calculated Systems NLP Accelerator](https://www.g2.com/products/calculated-systems-nlp-accelerator/reviews)

With Calculated Systems we make it easier to start streaming your data via a drag and drop interface. Check out the ebook several of our founders authored https://www.calculatedsystems.com/nifi-for-dummies. Having been founded from a collection of Google and Hortonworks employees we have seen the challenges that data driven companies face. We believe that the best cloud solution is one that is easy to understand, use, and collaborate on. We put sustainability and usability in front when building our solutions preferring to focus on a reliable approach than an overly complex one.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Calculated Systems NLP Accelerator?

- **Quality of Support:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Calculated Systems NLP Accelerator?

- **Seller:** [Calculated Systems](https://www.g2.com/sellers/calculated-systems)
- **Year Founded:** 2018
- **HQ Location:** Lowell, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0183b4ca5530301478225d373626f5f53c5f11e8029e89e0b7fc64fecadf3341&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcalculated-systems%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Calculated Systems NLP Accelerator?

**["Codeless way to enhance and deliver data for analysis"](https://www.g2.com/survey_responses/calculated-systems-nlp-accelerator-review-8241414)**

**Rating:** 5.0/5.0 stars

_— Kalash S._

[Read full review](https://www.g2.com/survey_responses/calculated-systems-nlp-accelerator-review-8241414)

### [Call Center Reduction](https://www.g2.com/products/call-center-reduction/reviews)

Predict call volumes for events and reduce number of calls to call center by identifying customers likely to call and the reasons.

#### Who Is the Company Behind Call Center Reduction?

- **Seller:** [ElectrifAi](https://www.g2.com/sellers/electrifai-6f99f1b0-33e0-489e-acf4-a875e256745d)
- **Year Founded:** 2004
- **HQ Location:** Jersey City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3bf532f9fd4f390ca03b10f0e632cc3637c89850b560cea72055c9e9bbce35b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Felectrifai&secure%5Burl_type%5D=linkedin_company_website)  
65 employees on LinkedIn®

### [Calypte Cache 1.0 (Amazon Linux)](https://www.g2.com/products/calypte-cache-1-0-amazon-linux/reviews)

Calypte Cache 1.0 is a general-purpose caching system designed to enhance application performance by providing transactional support. It operates on Amazon Linux and is available as an Amazon Machine Image (AMI) through the AWS Marketplace. This caching solution is tailored for developers and businesses seeking to optimize data retrieval processes, thereby reducing latency and improving overall system efficiency. Key Features and Functionality: - Transactional Support: Ensures data integrity by supporting transactions within the caching system. - Amazon Linux Compatibility: Seamlessly integrates with Amazon Linux environments, facilitating easy deployment and management. - Pre-configured AMI: Offers a ready-to-use Amazon Machine Image, simplifying the setup process and reducing time-to-deployment. Primary Value and User Solutions: Calypte Cache 1.0 addresses the need for efficient data caching in applications, leading to faster data access and reduced load on primary databases. By providing transactional support, it ensures that cached data remains consistent and reliable, which is crucial for applications requiring high data accuracy. Its compatibility with Amazon Linux and availability as an AMI make it a convenient choice for developers looking to enhance application performance without extensive configuration efforts.

#### Who Is the Company Behind Calypte Cache 1.0 (Amazon Linux)?

- **Seller:** [Calypte Labs](https://www.g2.com/sellers/calypte-labs)
- **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®

### [Campus Health Tracker](https://www.g2.com/products/campus-health-tracker/reviews)

Campus Health Tracker integrates with data sources your school already has- like Student Information and Clinical systems- to provide a complete school health solution.

#### Who Is the Company Behind Campus Health Tracker?

- **Seller:** [IPC Global Services](https://www.g2.com/sellers/ipc-global-services)
- **Year Founded:** 1998
- **HQ Location:** Alpharetta, US
- **Twitter:** @IPCGlobalServic  
365 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=46d1162630a9dccff823a0f86b281fde56135b7b5b5657a9a2a12d356fb42c0f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fipc-global%2F&secure%5Burl_type%5D=linkedin_company_website)  
97 employees on LinkedIn®

### [Canine Gait Model](https://www.g2.com/products/canine-gait-model/reviews)

Evaluation of animal's health status (lameness) by gait analysis to predict disease (osteoarthritis, etc.).

#### Who Is the Company Behind Canine Gait Model?

- **Seller:** [ElectrifAi](https://www.g2.com/sellers/electrifai-6f99f1b0-33e0-489e-acf4-a875e256745d)
- **Year Founded:** 2004
- **HQ Location:** Jersey City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3bf532f9fd4f390ca03b10f0e632cc3637c89850b560cea72055c9e9bbce35b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Felectrifai&secure%5Burl_type%5D=linkedin_company_website)  
65 employees on LinkedIn®

### [Carbonetes](https://www.g2.com/products/carbonetes/reviews)

Carbonetes is the most comprehensive container security analysis in the market. It can be integrated seamlessly into your CI/CD pipeline so that your containers are automatically scanned and evaluated to ensure their safety. Carbonetes evaluates all threat vectors in your native code and your open source tools. It evaluates these threats against company policy to ensure your code is secure before it goes into your Kubernetes cluster. It provides total visibility through drill-down into the detail of each threat vector. This makes it fast and easy for developers to mitigate those threats and get their code remediated and into production.

#### Who Is the Company Behind Carbonetes?

- **Seller:** [Carbonetes](https://www.g2.com/sellers/carbonetes)
- **Year Founded:** 2019
- **HQ Location:** Houston, US
- **Twitter:** @carbonetes  
14 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9c5ce98273345675e4d1453e68886875a0d058bb32c1b500ba0f1b327ee26aee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcarbonetes&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

### [CARE](https://www.g2.com/products/perception-health-care/reviews)

Perception Health's CARE platform is a comprehensive healthcare analytics solution designed to enhance decision-making for healthcare providers and organizations. By leveraging advanced data analytics, CARE focuses on improving patient outcomes, optimizing resource utilization, and driving strategic growth through actionable insights derived from extensive healthcare data. The platform utilizes predictive analytics and visual data presentations to identify trends and opportunities within healthcare systems, enabling providers to deliver more effective and efficient care. Key Features and Functionality: - Disease Prediction Models: CARE analyzes billions of medical claims to identify potential risk factors for early disease onset and surgical procedures, facilitating early diagnosis and treatment. - Comprehensive Data Access: Users gain access to a vast repository of medical claims data across the country, customizable to the smallest detail, providing a holistic view of patient populations. - Predictive Analytics: The platform employs advanced algorithms to predict disease incidence rates at the community level, enabling proactive healthcare interventions. - Visual Data Presentations: CARE offers intuitive visualizations of complex data sets, aiding in the identification of trends and opportunities within healthcare systems. Primary Value and Problem Solved: CARE addresses the critical need for early disease detection and efficient resource management in healthcare. By providing predictive insights and comprehensive data analysis, the platform empowers healthcare providers to make informed decisions, improve patient outcomes, and reduce costs. This proactive approach to healthcare management enhances the quality of care and operational efficiency within healthcare organizations.

#### Who Is the Company Behind CARE?

- **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®

### [Carmen® Cloud](https://www.g2.com/products/carmen-cloud/reviews)

Carmen Cloud is a cutting-edge Automatic Number Plate Recognition (ANPR) solution designed to enhance the efficiency and accuracy of vehicle identification across diverse industries, including law enforcement, traffic management, tolling, and logistics. By leveraging cloud-based technology, Carmen Cloud delivers real-time data processing and advanced analytics, transforming how organizations monitor and manage vehicles. Key Features and Benefits Real-Time Recognition: Carmen Cloud instantly accurately identifies license plates and vehicle characteristics. This empowers law enforcement and security agencies to respond swiftly to potential threats, match suspect vehicles to incidents, and bolster community safety​. Traffic Optimization: For urban mobility and traffic management, the platform analyzes traffic patterns, congestion points, and vehicle behaviors. These insights allow city planners to implement dynamic traffic control strategies, optimize signal timings, and enhance road infrastructure based on data-driven decisions​. Tolling and Congestion Charging: Carmen Cloud supports seamless toll collection and intelligent congestion charging, encouraging smoother traffic flow and generating revenue. With real-time analytics, cities can implement emissions-based charging and dynamic pricing to promote sustainable urban mobility​. Easy Integration: Designed to integrate with existing surveillance and monitoring systems, Carmen Cloud eliminates the need for new hardware investments, making it a cost-effective choice for businesses and governments​. Secure and Scalable: Built on robust cloud infrastructure, Carmen Cloud ensures the safety of sensitive vehicle data while scaling effortlessly to accommodate growing operational needs. By offering a unified vehicle monitoring and analysis platform, Carmen Cloud drives smarter decision-making, improves operational efficiency, and contributes to safer, more sustainable communities. Whether it's detecting stolen vehicles, reducing traffic congestion, or enhancing toll operations, Carmen Cloud stands as a versatile and reliable solution for modern mobility challenges. To explore its capabilities, visit Carmen Cloud's website.

#### Who Is the Company Behind Carmen® Cloud?

- **Seller:** [Adaptive Recognition](https://www.g2.com/sellers/adaptive-recognition)
- **Year Founded:** 1991
- **HQ Location:** Budapest, HU
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0e84c27b524929c2fdd80e5177d0f44735065853695d5284895ccca0d8813c03&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fadaptive-recognition&secure%5Burl_type%5D=linkedin_company_website)  
132 employees on LinkedIn®

### [CASAHL Deep Assessment Product (Summary Version)](https://www.g2.com/products/casahl-deep-assessment-product-summary-version/reviews)

CASAHL's Deep Assessment Product (Summary Version is a specialized tool designed to help enterprises evaluate and optimize their legacy content and collaborative applications before migrating to modern cloud platforms. By conducting a thorough analysis of existing environments, it enables organizations to make informed decisions about which resources to migrate, archive, or retire, ensuring a streamlined and cost-effective transition to the cloud. Key Features and Functionality: - Comprehensive Discovery: Utilizes a crawler tool to assess a wide range of resources, including shared folders and various content/collaboration platforms. - In-Depth Analysis: Collects extensive metadata, such as folder/file details and user activity profiles, to provide a clear picture of current usage and relevance. - Detailed Reporting: Generates reports that identify content and applications suitable for migration, those requiring remediation, and those that can be retired, facilitating fact-based decision-making. Primary Value and Problem Solved: The Deep Assessment Product addresses the challenge of migrating legacy systems to the cloud by identifying and eliminating redundant or obsolete content, which can constitute up to 70% of an organization's data. By focusing on valuable and active resources, it prevents the unnecessary transfer of irrelevant data, thereby reducing costs and enhancing employee productivity in the new cloud environment. This strategic approach ensures that enterprises can modernize their operations efficiently and effectively.

#### Who Is the Company Behind CASAHL Deep Assessment Product (Summary Version)?

- **Seller:** [CASAHL Technology](https://www.g2.com/sellers/casahl-technology)
- **Year Founded:** 1993
- **HQ Location:** San Ramon, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a330ab78ccb7f58ed1a38ad8943c27a431f5e9d9fa775b9521fbabf54d57ff12&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcasahl-technology&secure%5Burl_type%5D=linkedin_company_website)  
17 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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