Best AWS Marketplace Software - Page 102

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,493

Category Stats (Sep 2026)

  • Average Rating: 4.39/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Parallel Task API (+2.42%) - Among all products in this category, Parallel Task API recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank AWS Marketplace Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,200+ Authentic Reviews
  • 2,493+ 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.

MainConcept 2GO XDCAM Transcoder AMI

The MainConcept 2GO XDCAM Transcoder AMI is a pre-configured, containerized microservice designed to streamline the transcoding of media files into professional Sony XDCAM formats. Leveraging MainConcept's industry-leading MPEG-2 and DVCPRO codecs, this solution ensures high-quality output suitable for broadcast and production environments. Key Features and Functionality: - Comprehensive Format Support: Supports transcoding to a full range of Sony XDCAM camcorder formats, including XDCAM HD, XDCAM EX, XDCAM IMX, and XDCAM DV (DVCAM. - Wide Ingest Compatibility: Accepts a broad array of input file formats, facilitating seamless integration into diverse workflows. - Ready-to-Use Presets: Offers predefined profiles for various XDCAM formats, simplifying the transcoding process and ensuring compliance with industry standards. - Flexible Deployment: As a containerized application, it can be easily deployed on local servers or in cloud environments, providing scalability and adaptability to different operational needs. - User-Friendly Control: Operable via command line, REST API, or standard container management tools, allowing for straightforward integration without the need for extensive programming knowledge. Primary Value and User Solutions: The MainConcept 2GO XDCAM Transcoder AMI addresses the challenges of efficiently converting media files into professional Sony XDCAM formats. By offering a ready-to-use, scalable, and easy-to-deploy solution, it enables broadcasters and production teams to enhance their workflows, reduce integration time, and maintain high-quality standards in media production. Its compatibility with a wide range of input formats and support for various XDCAM profiles ensure versatility and reliability in meeting the demands of modern broadcast and production environments.

Who Is the Company Behind MainConcept 2GO XDCAM Transcoder AMI?

MainConcept 2GO XF-HEVC Converter Hourly

The MainConcept 2GO XF-HEVC Converter Hourly is a pre-configured, containerized microservice designed to streamline the ingestion and transcoding of Canon XF-HEVC files, particularly those produced by the Canon XF705 camcorder. This solution enables automated conversion of XF-HEVC content into widely supported AVC/H.264 with PCM audio in MXF format, facilitating seamless integration with professional video editing software such as Adobe Premiere Pro, Apple Final Cut Pro, and Avid Media Composer. Key Features and Functionality: - Automated Transcoding: Efficiently converts Canon XF-HEVC files into AVC/H.264 with PCM audio in MXF format, ensuring compatibility with a broad range of editing platforms. - Optimized Docker Container: Offers a ready-to-use, self-contained product that is easy to deploy and scale, suitable for both on-premise and cloud-based workflows. - Flexible Control Interfaces: Operable via command line, REST API, or standard container management tools, eliminating the need for programming expertise. - High-Quality Output: Maintains the integrity of the original footage by supporting 10-bit 4:2:2 chroma subsampling, crucial for professional-grade video production. Primary Value and User Benefits: The MainConcept 2GO XF-HEVC Converter Hourly addresses the challenge of integrating Canon's XF-HEVC format into existing production workflows. By automating the transcoding process, it saves time and reduces manual effort, allowing professionals to focus on creative aspects rather than technical compatibility issues. Its containerized design ensures easy deployment and scalability, making it an ideal solution for dynamic production environments that require flexibility and efficiency.

Who Is the Company Behind MainConcept 2GO XF-HEVC Converter Hourly?

MainConcept Live Encoder

MainConcept Live Encoder is a comprehensive, real-time encoding application designed to streamline broadcast and OTT video workflows. It supports multi-codec encoding up to 8K resolution, integrating advanced technologies like VVC/H.266 and MPEG-5 LCEVC to enhance video quality and compression efficiency. Key Features and Functionality: - Multi-Codec Support: Encodes video using VVC/H.266, HEVC/H.265, and AVC/H.264 codecs, accommodating various streaming standards. - High-Resolution Encoding: Delivers real-time encoding up to 8K 10-bit resolution with HDR10 support, ensuring superior visual quality. - Advanced Audio Encoding: Supports immersive, object-based MPEG-H 3D Audio encoding for enhanced audio experiences. - Versatile Input Sources: Accepts common SDI and IP input sources, including UDP, HTTP, RTMP, RTSP, SRT, Zixi, and NDI, providing flexibility in content acquisition. - Real-Time Multiscreen Encoding: Facilitates simultaneous encoding for multiple screens, with packaging and playlist generation for formats like Apple HLS and MPEG-DASH. - Live Archiving: Enables live archiving to disk or Amazon S3, ensuring content is securely stored for future use. - Hybrid Encoding Modes: Offers hybrid hardware and software encoding modes, utilizing on-premise hardware or cloud services like AWS for efficient processing. - Live Input Preview: Provides real-time preview of input sources in various quality modes, aiding in monitoring and quality control. - Platform Compatibility: Compatible with Windows and Linux operating systems, supporting both Intel and AMD CPUs to meet diverse system requirements. Primary Value and User Solutions: MainConcept Live Encoder addresses the complexities of live streaming by offering a robust, all-in-one solution that simplifies the encoding process. Its support for multiple codecs and high-resolution formats ensures broadcasters and OTT providers can deliver high-quality content across various platforms and devices. The integration of advanced audio and video technologies enhances the viewer experience, while versatile input support and real-time multiscreen encoding streamline workflows. Additionally, features like live archiving and hybrid encoding modes provide flexibility and efficiency, catering to the dynamic needs of live event broadcasting and streaming services.

Who Is the Company Behind MainConcept Live Encoder?

Managed Detection and Response for Amazon

Paladion AIsaac Managed detection and response for AWS.Protect your Amazon deployment with Paladion comprehensive Managed Detection and Response MDR service. This fully managed service leverages next generation AI to defend your Amazon deployment at every stage of a threats lifecycle. When you subscribe to Paladion services you will gain advanced Threat Intelligence Threat Hunting Security Monitoring Incident Analysis and Incident Response all for a fraction of the cost to develop these defensive capabilities inhouse.

Who Is the Company Behind Managed Detection and Response for Amazon?

  • Seller: Atos
  • Year Founded: 1997
  • HQ Location: 95877 Bezons, FR
  • Twitter: @Atos
    38,160 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    85,062 employees on LinkedIn®
  • Ownership: EPA: ATO

ManageEngine Vulnerability Manager Plus

ManageEngine Vulnerability Manager Plus is a comprehensive, all-in-one exposure management solution designed to help IT security teams build a proactive cybersecurity foundation. Rather than reacting to breaches, it empowers organizations to scan continuously, assess, prioritize, and remediate vulnerabilities before attackers can exploit them, all from a single, unified console. Asset discovery, vulnerability assessment and threat prioritization: Vulnerability Manager Plus manages every endpoint in your network, such as desktops, laptops, servers, virtual machines, DMZ servers, and network devices, whether in local offices, remote branches, or roaming environments. It delivers complete, real-time visibility into all vulnerabilities in a single window, including known, unknown, zero-day, and actively exploited vulnerabilities. AI-powered threat intelligence assigns risk scores to each vulnerability, helping security teams cut through the noise and focus remediation efforts on what matters most. Vulnerability remediation: This is the only vulnerability detection platform that comes with built-in patching, and automated patch deployment. It supports patching for Windows, macOS, and Linux operating systems, along with over 1,100 third-party applications. Admins can customize deployment policies, test and approve patches before rollout, and decline patches for specific groups; all while staying in control of the patching lifecycle from end-to-end. Security configuration management Vulnerability Manager Plus identifies misconfigurations in operating systems, applications, and web servers, and provides actionable steps to restore compliance. It audits firewalls, antivirus status, and BitLocker configurations; enforces strong password policies and account lockout settings; verifies memory protection settings like ASLR, DEP, and SEHOP; and manages share permissions and legacy protocol settings, all without disrupting business operations. Web server hardening: Vulnerability Manager Plus continuously monitors web servers for default and insecure configurations, validates SSL certificate setup, checks HTTPS enablement, and restricts unauthorized access at the server root level. Context-aware analysis delivers targeted security recommendations to harden your web servers. High-risk software, port, and antivirus audit: Stay ahead of risk with real-time visibility into end-of-life software, unsafe peer-to-peer applications, remote sharing tools, and open ports. Identify systems running outdated or disabled antivirus solutions and remediate them in a click. Compliance auditing: Automate compliance audits against regulations such as CIST, NIST, and UK Cyber Essentials across multiple machines and multiple benchmarks simultaneously. Customize benchmark rules to fit your organization's unique policies, and access detailed remediation guidance for every violation flagged. Network device vulnerability management: Maintain a consolidated inventory of all network devices across local and remote sites. Identify firmware versions, detect associated vulnerabilities, group devices by OS or vendor, and deploy the right firmware patches efficiently to close exposure gaps faster. System quarantine policy: Define compliance conditions based on OS patches, installed software, services, registry entries, file versions, and more. Automatically isolate non-compliant systems with network restrictions and restore normal access once issues are resolved, keeping your network clean without manual intervention. Vulnerability Manager Plus supports 18 languages, and supports patching for 1100+ applications, making it a fit for organizations of all sizes seeking a single, powerful platform to manage their entire vulnerability lifecycle.

Average Rating: 4.7/5.0

Total Reviews: 3

How Do G2 Users Rate ManageEngine Vulnerability Manager Plus?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.7/10)
  • Quality of Support: 9.4/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.2/10 (Category avg: 8.6/10)
  • Ease of Use: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind ManageEngine Vulnerability Manager Plus?

  • Seller: Zoho
  • Year Founded: 1996
  • HQ Location: Austin, TX
  • Twitter: @Zoho
    137,880 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30,913 employees on LinkedIn®
  • Phone: +1 (888) 900-9646

Who Uses This Product?

  • Company Size: 67% Medium, 33% Large

What Do G2 Reviewers Say About ManageEngine Vulnerability Manager Plus?

AI-generated summary from verified user reviews

Pros
  • Users find the effective detection capabilities of ManageEngine Vulnerability Manager Plus essential for global patch management efficiency.
  • Users find the ease of managing patches globally with ManageEngine Vulnerability Manager Plus incredibly beneficial and user-friendly.
  • Users find ManageEngine Vulnerability Manager Plus to be the best tool for patch management, thanks to its simplicity and global reach.
  • Users find patch management simple and efficient with ManageEngine Vulnerability Manager Plus across global machines.
  • Users find ManageEngine Vulnerability Manager Plus excellent for simplifying global patch management across all their devices.
Cons
  • Users report encountering false positives, where some CVEs listed as vulnerable are not actually identified in ManageEngine.
  • Users report inaccuracy issues in CVE ID identification, leading to confusion and unreliable vulnerability assessment.
  • Users report security vulnerabilities inconsistencies, where some CVE IDs are not identified correctly by ManageEngine.
  • Users often find discrepancies in CVE identification between MDE reports and ManageEngine, leading to confusion.

What Are Recent G2 Reviews of ManageEngine Vulnerability Manager Plus?

Manticore Search Certified by RO Labs

Manticore Search is a low latency, high throughput full text search originally based on the Apache Sphinx project. Manticore is easily scalable and allows you to search on petabytes of data.

Who Is the Company Behind Manticore Search Certified by RO Labs?

MantisBT

Mantis Bug Tracker (MantisBT) is a free, open-source, web-based issue tracking system designed to help teams manage and track software defects and project tasks efficiently. Developed in PHP, MantisBT supports multiple database backends, including MySQL, MS SQL, and PostgreSQL, and is compatible with various operating systems such as Windows, Linux, and macOS. Its user-friendly interface and customizable workflows make it suitable for both small teams and large organizations. Key Features and Functionality: - Issue Tracking System: Allows users to report and monitor bugs and issues throughout the software development lifecycle. - Project Management: Supports management of multiple projects and sub-projects with distinct access controls. - Customizable Workflow: Enables teams to tailor issue handling processes to match their specific workflow requirements. - User Access Control: Administrators can define user roles and permissions, ensuring appropriate access levels within the system. - Email Notification System: Sends automatic notifications to keep team members informed about issue updates and changes. - Custom Fields: Allows the addition of custom fields to issues, providing flexibility to capture project-specific information. - Time Tracking: Facilitates monitoring of time spent on issues, aiding in resource management and project planning. - Roadmap and Changelog: Enables creation of roadmaps for future versions and changelogs for completed work, enhancing project transparency. - Attachments: Supports file attachments to issues, allowing for comprehensive documentation and context. - Search and Filter: Provides robust search and filtering capabilities to quickly locate and manage issues. - Reporting and Analytics: Includes built-in reporting tools to offer insights into project status and performance. - Plugin System: Offers an event-driven plugin system for extending functionality through both official and third-party plugins. - Mobile Access: Ensures accessibility on mobile devices, allowing team members to manage issues on the go. - Localization: Supports multiple languages, making it accessible to a global user base. - User Management: Facilitates efficient management of user accounts and roles within the system. - Role-Based Permissions: Allows assignment of specific permissions based on user roles, enhancing security and control. - Audit Trail: Maintains a history of changes and updates to issues, ensuring accountability and traceability. - REST API: Provides a RESTful API for integration with other tools and systems. - Integration with Version Control Systems: Supports integration with various version control systems, streamlining development workflows. - Two-Factor Authentication: Enhances security by supporting two-factor authentication for user accounts. - Task Management: Facilitates assignment and tracking of tasks within projects. - Workflow Management: Allows customization and management of workflows to suit project needs. Primary Value and User Solutions: MantisBT provides a comprehensive solution for teams seeking an efficient and customizable platform to track issues and manage projects. Its intuitive interface and flexible features enable seamless collaboration among developers, project managers, and stakeholders. By offering customizable workflows, robust access controls, and integration capabilities, MantisBT helps organizations streamline their development processes, improve communication, and deliver high-quality software products.

Average Rating: 4.0/5.0

Total Reviews: 79

How Do G2 Users Rate MantisBT?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.7/10)
  • Quality of Support: 7.6/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 7.9/10 (Category avg: 8.7/10)

Who Is the Company Behind MantisBT?

  • Seller: MantisBT
  • Year Founded: 2000
  • HQ Location: N/A
  • Twitter: @mantisbt
    1,534 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Small, 41% Medium

What Do G2 Reviewers Say About MantisBT?

AI-generated summary from verified user reviews

Pros
  • Users value the customization options of MantisBT, making it ideal for start-ups seeking tailored solutions.
  • Users value the flexibility of MantisBT, making it ideal for start-ups with customized needs.
  • Users commend the open source flexibility of MantisBT, making it ideal for start-ups to tailor their needs.
Cons
  • Users find the outdated interface of MantisBT somewhat unappealing but manageable for their needs.

What Are Recent G2 Reviews of MantisBT?

What Are G2 Users Discussing About MantisBT?

Mantis Bug Tracker for Windows Server 2016

Mantis Bug Tracker is a popular web-based tool for tracking bugs. It is written in the PHP scripting language and supports working with a web server and the most popular databases, such as MySQL, MS SQL, and PostgreSQL. Mantis Bug Tracker can be installed on Windows. Using it you could start managing your projects while effectively collaborating with your team members and clients. After the change to issue has been made, MantisBT is able to send you an e-mail notification. Those notifications are easily and precisely configurable. One could set filters to define the minimum severity of issues to receive notifications about. Users also have the ability to explicitly subscribe only to issues affecting them directly.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Mantis Bug Tracker for Windows Server 2016?

  • Quality of Support: 6.7/10 (Category avg: 8.5/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Mantis Bug Tracker for Windows Server 2016?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Mantis Bug Tracker for Windows Server 2016?

What Are G2 Users Discussing About Mantis Bug Tracker for Windows Server 2016?

Manufacturing Intelligence Module (MIM)

The TotalControlPro™ Manufacturing intelligence (MI) Module is a reporting and analytics module that pulls live real time data from every aspect of the manufacturing facility. Whether that be workflow, inventory consumption, production demand, use of resources such as employees and machines. Our MI module takes this onsite data and provides real time KPI reporting on multiple large data sets including productivity, utilisation of resources, employee contribution, OEE (overall equipment effectiveness), first time through yields and quality data.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Manufacturing Intelligence Module (MIM)?

  • Quality of Support: 6.7/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Manufacturing Intelligence Module (MIM)?

  • Seller: Total Control Pro
  • Year Founded: 2013
  • HQ Location: Northampton, GB
  • Twitter: @TotalControlPro
    897 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Manufacturing Intelligence Module (MIM)?

AI-generated summary from verified user reviews

Pros
  • Users find the data collection feature of MIM invaluable for understanding and addressing process delays effectively.
  • Users find the data collection feature of MIM helpful in identifying process delays effectively.
  • Users find the data collection capabilities of MIM invaluable for analyzing and improving process delays.
  • Users find the data collection capabilities of MIM essential for identifying delays in processes effectively.

What Are Recent G2 Reviews of Manufacturing Intelligence Module (MIM)?

MAPLE SpatioTemporal Patterns of Life

Multi-INT Analytics for Pattern Learning & Exploitation (MAPLE) Spatiotemporal Patterns of Life (STPoL) models observation data to learn models of where, when, and how much various observations appear in an area of interest. MAPLE uses these models to monitor new observations to detect outliers.

Who Is the Company Behind MAPLE SpatioTemporal Patterns of Life?

  • Seller: BAE Systems
  • Year Founded: 2016
  • HQ Location: Falls Church, US
  • Twitter: @BAES_Careers
    1,914 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17,268 employees on LinkedIn®
  • Ownership: LON: BA

MapServer (MS4W) - Mapping Engine for Windows 2016

This MapServer (MS4W) - Mapping Engine Image is packaged to leverage cost-effectiveness and flexibility. The product has charges associated with it for support, maintenance, and pre-configuration to be instantaneously deployed on AWS Marketplace with all security and enterprise standards.

Who Is the Company Behind MapServer (MS4W) - Mapping Engine for Windows 2016?

MariaDB 10 With RHEL 8

MariaDB 10.3.27 is one of the most popular open source relational databases. It's made by the original developers of MySQL and guaranteed to stay open source.

Who Is the Company Behind MariaDB 10 With RHEL 8?

MariaDB Server on Ubuntu 18.04 LTS

MariaDB Server on Ubuntu 18.04 LTS is a pre-configured Amazon Machine Image (AMI) that combines the robust MariaDB relational database management system with the stability and security of Ubuntu 18.04 LTS. This AMI enables users to quickly deploy a reliable database environment on Amazon Web Services (AWS), facilitating efficient data management and application development. Key Features and Functionality: - Pre-Configured Environment: The AMI comes with MariaDB installed and configured on Ubuntu 18.04 LTS, reducing setup time and complexity. - Scalability: Leverage AWS's scalable infrastructure to adjust resources based on application demands. - Security: Benefit from Ubuntu 18.04 LTS's long-term support and security updates, ensuring a secure database environment. - High Availability: Deploy MariaDB in AWS's cloud environment to achieve high availability and reliability for your applications. Primary Value and User Solutions: This product addresses the need for a dependable and scalable database solution by providing a ready-to-use MariaDB server on a secure and stable operating system. It simplifies the deployment process, allowing developers and businesses to focus on building and managing their applications without the overhead of manual database setup and maintenance. By utilizing this AMI, users can achieve faster time-to-market, improved performance, and enhanced security for their data-driven applications.

Who Is the Company Behind MariaDB Server on Ubuntu 18.04 LTS?

MaxelerOS AMI

MaxelerOS AMI is a comprehensive operating system designed to optimize the performance of Dataflow Engines within high-performance computing environments. It provides the essential data choreography required to balance resources, maximize utilization, minimize overheads, and manage application acceleration processes at runtime. Key Features and Functionality: - Integrated Hardware and Software: MaxelerOS comprises both hardware components within the FPGA configuration and software running on the main processor, facilitating seamless interaction over interconnects like PCIe, Infiniband, FSB, or HyperTransport. - Runtime DFE Management: The system supports multiple DFEs per node, allowing them to operate independently. It enforces mutual exclusion to ensure that only one application accesses a DFE at any given time. - Efficient Data Transfers: MaxelerOS supports streaming Direct Memory Access for efficient data movement in and out of DFEs, as well as interrupt-based interactions, enhancing data processing efficiency. - Interoperability: Dedicated interfaces are provided to ensure seamless interoperability between hardware blocks, facilitating smooth data transfers and system integration. Primary Value and User Solutions: MaxelerOS AMI addresses the critical need for efficient resource management and application acceleration in high-performance computing. By providing a robust framework for managing DFEs, it enables users to achieve higher computational throughput, reduced latency, and improved overall system performance. This is particularly beneficial for applications requiring intensive data processing and real-time analytics, where maximizing hardware utilization and minimizing overheads are essential.

Who Is the Company Behind MaxelerOS AMI?

Maxeler Real Time Risk

Maxeler Real Time Risk (RTR is a comprehensive suite of financial risk management tools designed to deliver high-performance analytics for complex risk models. Leveraging Maxeler's Dataflow Engines (DFEs, RTR significantly accelerates computations, reducing processing times from hours to minutes and minutes to seconds. This solution is available both on-premise and in the cloud, including compatibility with Amazon EC2 F1 Instances, providing flexibility and scalability to meet diverse organizational needs. Key Features and Functionality: - Comprehensive Risk Tools: RTR includes modules for Credit Value Adjustment (CVA, Standard Initial Margin Model (SIMM, and a full derivatives pricing library, all driven by Bloomberg market data. - High-Performance Computing: Utilizing Maxeler's DFEs, RTR delivers ultra-fast real-time processing capabilities, enabling rapid recalculations of complex risk models. - Flexible Deployment: RTR can be deployed on AWS CPU cloud instances for standard processing or on Amazon EC2 F1 Instances for ultra-fast real-time purposes. - Standardized Data Integration: Clients can upload trades and portfolios using the industry-standard Financial products Markup Language (FpML format, ensuring seamless integration with existing systems. - Customizable Solutions: RTR is ideal for building tailored solutions for Fundamental Review of the Trading Book (FRTB, Counterparty Credit Risk (CCR, and extended scenario analysis, offering complete dashboards and an optional API-based library with full source code. Primary Value and User Benefits: Maxeler Real Time Risk addresses the critical need for rapid and accurate risk assessment in the financial sector. By dramatically reducing computation times, RTR enables financial institutions to perform real-time risk evaluations, enhancing decision-making processes and regulatory compliance. Its flexible deployment options and comprehensive toolset provide organizations with a scalable and efficient solution to manage complex risk models effectively.

Who Is the Company Behind Maxeler Real Time Risk?

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