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#1 Kylo

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Kylo is an end-to-end data lake management software that provides data from many sources in an automated fashion and optimizes it. It provides an all-in-one solution to manage the whole process from ingestion to data processing, storage and serving of insights using standard tools like Spark, Hadoop, and others. This will allow seamless migration of data and transform it according to your requirements. Using a simple user interface, you will be able to dispute data via visual SQL and an interactive transform.

The platform comes with the endless possibility to search and explore data from thousands of sources, whether it is simple data or metadata, and transparently, you can view the lineage and complete profile statistics. Kylo works across different platforms to give you the best experience for data management, data manipulation, and sharing. Last but not least, design batch or streaming pipeline templates in Apache NiFi, paving the way for the user for effective self-service.

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#2 Minitab Connect

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Minitab Connect is a data management platform that comes with cloud-based data and integration workflows having data governance and integration tools. With the goal of bringing all your data into one place which can be easily monitored and analyzed, the software excels at connecting to data lake tools such as Amazon Redshift, BigQuery, Hadoop, Spark, and Analytics for easy integration. Minitab introduces Minitab Connect, an end-to-end data lake management software that provides data from many sources in an automated fashion and optimizes it. The worthy thing about the utility is its dashboard tools comprising of highly flexible, configurable design, and formatting options to simplify meaningful reporting.

The software also comes with a variety of visualizations that can be set up based on the user’s preference. It comes with data mining algorithms that enable us to make sense of the data, but the result is an incomplete picture. In addition, Minitab Connect enables real-time integration between Data Lake and traditional enterprise systems, such as SAP BusinessObjects, for a single view of both structured and unstructured data. This enables you to increase the value of your enterprise data by making it available for analysis, self-service reporting, and other analytics-driven activities. All in all, Minitab Connect enables you to bring your data together from many sources in an automated fashion, optimize it and then make it available to everyone who needs it.

#3 IRI Voracity

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IRI Voracity is an automated data management platform that helps you extract, transform and load (ETL) your data lake to any data warehouse or cloud. The IRI Voracity platform delivers operational excellence for your data lake through enterprise-class capabilities that remove the administrative burden from IT staff, allowing them to focus on strategic initiatives. Automated processes protect against human error and control costs. With Voracity’s native integration with business intelligence, data science, and machine learning tools, faster time to insights serves as a catalyst for greater strategic value from data.

IRI VORACITY is a comprehensive data management solution that unites data from many disparate sources into a single data lake, streams analytics, and optimizes data. This ensures all data is accessible, trusted, and optimized to the highest degree by using embedded quality assurance and governance mechanisms. IRI is helping companies like EOG Resource. IRI Voracity uses business-friendly features like drag-and-drop interfaces so that users can optimize how they work with data to store their data in a more effective way, with plans to improve its security and usability.

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#4 Zaloni Arena

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Zaloni Arena is an end to end data optimization platform that optimizes all the aspects of a data lake, starting from extracting the relevant data, storing it in the appropriate way, indexing it and storing it on high-performance storage, and finally processing the raw data in such a way that it can be used by other tools for analysis. The Zaloni Arena architecture is scalable and elastic so that it can be used to analyze large volumes of raw data at a low cost. The platform has a rapid deployment process which makes it possible to quickly create a new data lake structure.

The pipeline orchestration in Zaloni Arena is automated and covers the whole data lake. Data sources are integrated in an automated way, new datasets can be automatically discovered by the system, and metadata is extracted based on open standards such as the Open Data Commons Schema Registry. With Zaloni Arena, customers can create a data lake management solution based on their individual business needs. Zaloni Arena is a data lake management software that gives access to all data sources at a low cost and makes the data available for various analytical use cases without compromising on the speed of calculation.

#5 Microsoft Azure Purview

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Microsoft Azure Purview is a unified data governance solution that provides capabilities that cover the entire lifecycle from ingestion to cleansing, transformation, and security. It helps in converting text-based log files into JSON objects and performs numerous types of complex transformations on the data so that organizations can analyze it. It can be used by organizations of all sizes. It allows enterprises to provide more value-added services to their users with its integrated services. Using Azure’s machine learning capabilities, enterprises are able to parse the massive amounts of unstructured and semi-structured data that are input into the application.

This information comes from countless sources and uses cases, ranging from logs to web crawlers. It not only governs your on-premises but also supports multi-cloud and SaaS. The platform provides automated data discovery, data classification, and lineage identification, and for the remarkable data governance, it unites the data mapping of your assets and relationships. The platform provides the most popular ways to store and manage data in complex organizations such as e-commerce or the banking industry. There are multiple features on offer that include automating and managing metadata, label sensitive data, ease of integration support, ease of data discovery, status updates, key insights & metrics, machine learning support, and much more to add.

#6 Mozart Data

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Mozart Data is an end-to-end data management software that behaves like a modern data stack and provides the right transformation and analysis. Mozart Data is a data lake management platform that takes data from many sources, both structured and unstructured, and organizes that data into a single centralized repository. The company’s main focus is to allow users to access all of your data in all its formats. The solution eliminates the need for manual ETL processes and allows customers to utilize data with trusted data in a very short time.

Mozart Data is turned out to be an out-of-the-box advanced data stack, providing a streamlined way to consolidate, manage, and clean your data with the help of SQL. It will take only a few clicks to connect your data sources only with a few clicks having more than one hundred and forty connectors onboard. Other characteristics of this utility are simple transformation, online click transform scheduling, snapshot, sync BI tools, professional reports, seamless dashboard, data exploration tools, and more to add.

#7 Lyftrondata

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Lyftrondata is an end-to-end data delivery platform, providing the right digital transformation having rapid automation and optimizations in place, so one can do better management of their inventory. All the data flows into data lakes within Lyftrondata, where it can be processed, stored, or analyzed. The idea is to provide real-time analytics by putting all the data into one database, which greatly increases the efficiency of their entire business.

Lyftrondata is a data lake management software that provides data from many sources in an automated fashion and optimizes it. The software provides a simple-to-use dashboard that allows business end-users as well as developers to work on reducing technical hurdles associated with data lake management. The highlighting stuff of this platform is automatic ANSI SQL pipeline, automated data normalization, data lineage, built-in security, data catalog, data governance, multi-cloud support, and much more.

#8 Upsolver

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Upsolver is an endless SQL Data Pipelines for Cloud Data Lakes, that comes with end-to-end data lake management software that provides data from countless sources in an automated fashion and optimizes it. It comes out on a mission to make it easy for organizations of all sizes to access, prepare, integrate and analyze their data so they can use it to better make business decisions. Upsolver automates the entire end-to-end process to optimize any data lake. Upsolver is a SAAS product that can integrate with any cloud or on-premise Data Lake.

The Upsolver software has a modern user interface, and it is very easy to use. It also comes with an easy pricing model and has lots of integrations with popular cloud products like AWS, Azure, and GCP. One can get started instantly with Upsolver by simply signing up; no code and orchestration are needed. This data lake management software is a key part of the business operations at every enterprise that uses machine learning, AI, and predictive analytics extensively. The data lake is to be a central source that all teams use for their needs, no matter if it is for ETL, quick analysis, or any other machine learning use case you can think of.

#9 Azure Data Lake

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Azure Data Lake is a fully managed data lake service that is built for analytics, machine learning, and data science workloads. You can store any data in Azure Data Lake for up to 1 TB per file and take advantage of the advanced analytics capabilities offered by the service. It can provide a cost-efficient storage solution for analytic workloads that have a varied volume and velocity of data. It also has added transformations to the service to enable you to transform your unstructured data into a structured format. Azure Data Lake can be used to create your own data lake, allowing data scientists to take raw data and turn them into actionable insights.

It provides agility and timely insights from your data using self-serve infrastructure and hosts and curates a single version of the truth for all of your business transactions. It is acting as a simplified solution for how your business can get started with data science and machine learning. For any enterprise that is heavily data-driven and looking to take its customer experience to the next level, Azure Data Lake is the right option. It provides an end-to-end data lake management software that mechanizes composite and time-consuming tasks with an easier approach.

#10 Apache Atlas

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Apache Atlas is great data governance and metadata framework, providing businesses and enterprises with modern metadata management and governance capabilities. Apache Atlas provides an end-to-end data lake management software that provides data from many sources in an automated fashion, optimizes it, and adds value to data. The Apache Atlas framework allows data consumers to gain seamless access to a data warehouse, big data, and cloud sources. It will let you enhance your understanding, helping you define and manage your catalog efficiently.

Atlas makes it easier for everyone to use data by allowing them to query it through SQL-like queries and giving them the ability to keep everything in sync seamlessly in one place. This not only allows for a more agile working environment but also saves a lot of time for both IT departments and data teams. There are multiple features for you that include rest APIs, create dynamic data classifications, intuitive UI, rich Rest APIs, apache Ranger enables authorization, capturing metadata object details, enabling easier discovery, and more to add.

#11 Tokern

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Tokern is an automated data management of sensitive data that uses AI and machine learning to automatically build a data lake from many sources, including cloud storage, relational databases, etc. With Tokern, you get an end-to-end data lake management solution that automates the entire process of provisioning and maintaining a data lake. No more need to manually provision to S3 bucket and load your data. No more need to manually set up security and ensure compliance with data. With this tool, simply tell us about your data sources, and let it do the rest for you. It comes with schedule scanning support, so you will be on top of your PII data.

It is helping out businesses with the capability to discover, manage and secure sensitive data for their data warehouse. Token’s suite of integrated, automated processing capabilities helps organizations take data from an unstructured state and transform it into a structured data store that is semantic, indexed, and searchable in minutes. There are various things to look forward to that include tag sensitive data, monitoring, creating and managing masked data, completing data lineage, authenticating data sources, auditing users, and more to add.

#12 OvalEdge

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OvalEdge is a comprehensive data cataloging and governance platform that provides toolsets to optimize your data. OvalEdge solves the main challenges of integrating all data into one single data lake by making it easy, flexible, and automated as much as possible. The solution offers scalable Infrastructure-as-a-Service, Platform-as-a-Service, and Software-as-a-Service offerings that help businesses to maximize the value of data. It offers them a set of visual and guided available actions on prebuilt data stores, providing users with a self-service environment.

This allows them to focus on developing analytics without wasting time and resources on managing the underlying infrastructure, speed up time for analysis, and create reports and insights in minutes. OvalEdge works as a single database that connects to any technology from any source and enables it to work with it as if it was one database. This allows companies to optimize their data lake by centralizing, cleansing, and refining the quality of data available to operational systems and business users in order to drive better business decisions.

#13 Talend Data Preparation

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Talend Data Preparation is holistic data governance and management platform that provides the exact data that you need to run your business. Talend’s technology solves the biggest challenges in Big Data preparation, integration, and interconnectivity, so enterprises can achieve their data lake management objectives. Talend’s end-to-end approach to data preparation allows organizations to create value from their data fast and reliably, without the need for complex programming skills.

This data preparation software helps businesses to access, combine, and cleanse data, regardless of the source. The software integrates with multiple data sources and can be downloaded on a cloud or any device. Talend makes it easy to extract value from disparate data sources to build a unified data lake and ensure that the right information is available to the right people when they need it. No more need to serve your valuable time cleaning and analyzing because Talend Data Preparation offers a self-service and browser-based and point and click tool, crucial for finding the issues. With this, you will be able to prepare such rules that are reusable and shareable across huge data sets.

#14 Atlan

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Atlan is an advanced data workspace developed to offer benefits to many different sources of data. Whether it is cloud, on-premise, open-source, or closed source, most of us have access to big data. The importance of these data is that they can inform us about what people or customers may be looking for so that we can intervene if we need to. It is important for any business to have the right system to help them make better decisions so that they can improve their sales, customer service, and marketing strategies. This is where Atlan comes in by offering customers a platform that allows them to see every data source in one place and store it for as long as needed.

Atlan is a data lake management software that provides data from many sources in an automated fashion and optimizes it. This makes the data ready to be consumed for analytics purposes. This Atlan platform is able to provide valuable insights and information for businesses. With its enterprise-level data lake management software, customers can reduce any costs associated with having multiple tools and businesses since they are able to manage all of their information in one place at a relatively low cost. This helps businesses there be able to save time and money and diminish the need for any IT support as well.

#15 Dremio

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Dremio is a view on software as a service that breaks down silos between marketing data, sales data, and customer service operations. This builds faster and more accurate analytics that connect to the rest of your business across all teams. It also has a very flexible architecture and can handle large amounts of data. It provides you with an advanced SQL lake house platform that harnesses the power of scalable BI dashboards and analytics right on data lake storage.

Dremio is an open-source software platform that automates all of these operations into a single solution, making all this available through a streamlined user experience. That solution helps data professionals combine, cleanse, collaborate and analyze data across multiple formats and at scale so they can build a data lake for any use case. The platform provides immediate self-service, quick analytics, and consistent data semantics that account for eliminating rigid data pipelines, performance-oriented copies of data lakes, and removing data sprawling, respectively.

#16 ASG Data Intelligence

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ASG data intelligence is one of the leading data management platforms that uses statistical algorithms to process and help understand their data. ASG Data Intelligence is able to tune, cleanse and structure the data accordingly in order to deliver a single source of truth. This cutting-edge provider comes with an end-to-end data management software that provides data from various sources in an automated fashion, and you can understand how to optimize it. This new product will transform enterprise data from a costly collection and storage asset into a profitable business resource that delivers positive bottom-line results.

The key to this transformation is Data Intelligence’s ability to gather disparate data sets, sanitize them and make them available for analysis without the need for IT resources. Data Intelligence allows our clients to use their investment in big data technology to generate the maximum business value. Data Intelligence eliminates the need for costly design, implementation, and ongoing IT maintenance. It uses Data Virtualization technology, which ensures that analytics are performed reliably in a secure environment. Data Intelligence is also available as SaaS to make implementation faster and reduce its cost and good data governance.

#17 CrowdStrike Falcon Endpoint Protection

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CrowdStrike Falcon is a highly trusted platform that offers you the ability to detect, prevent, and ward off threats with state-of-the-art Endpoint Protection. It is designed to work alongside your existing environment, allowing your security team to identify dangerous activity and block it without delay, resulting in zero damage to your business, thanks to SaaS-based next-generation endpoint protection.

It offers real-time visibility into threatening activity on all endpoints, and each trace is captured. Attacks are detected by the powerful falcon sensor, which is also responsible for protecting your information without taking assistance from ‘sweeps and scans’ of the area.

#18 Druva Cloud Platform

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Druva offers a Data Resiliency Cloud Platform that allows you to unleash the capabilities of the cloud to energize your company with data security and management. It is backed by Amazon AWS and makes it easy for you to handle enterprise backup data across endpoint and cloud workloads. It can be scaled to infinity on an on-demand basis to meet the objectives of your business. There is no need to worry about on-premises infrastructure, refresh cycles of hardware, or expenses related to software maintenance.

It is created on top of the cloud, and new limits can be implemented on your subscription anytime without making any modifications to backup settings. You also won’t have to purchase and work with new software or appliances. Druva manages the entire maintenance of the platform, releasing burdens from the customer’s shoulders. It is always up-to-date, containing the newest features.

#19 Cisco Secure Access by Duo

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Cisco Secure Access by Duo is a powerful solution that enables you to protect your workforce by implementing enhanced endpoint visibility and multi-factor authentication. The transition to a full zero trust security model cannot initiate without a secure workforce. Cisco Secure Access by Duo checks and validates user device health and user identity whenever a login request is received, offering verified access to your applications.

You get a lot of benefits because of this, like establishing user trust, which involves authentication of the user before granting them access to corporate resources and applications. Receive complete insight into all types of devices accessing your application on each platform. Establish device trust by ensuring proper security posture and trust of each and every device. Implement secure access to all the applications by making it easy for users to undergo a consistent and secure login experience to the cloud and on-premises applications.

#20 Synology DiskStation

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Synology DiskStation Manager is a smart operating system that energizes all Synology NAS in existence. It manages and protects your data, enabling you to focus on other important matters. Consolidate all digital media and access them from the preferred platform or web. Organize, synchronize, and share files from several devices using a centralized platform.

You can maximize team collaboration through a set of private and secure tools to accomplish tasks together. The Data Protection feature secures data against failures related to hardware, accidental deletion, and natural disasters. Ensure your home and business are protected with advanced monitoring and video management tools. The System Administration panel enables everyone to manage their workflow and make configurations with great ease.

#21 Rencore

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Rencore provides you with governance automation to gain full control of Microsoft 365 and comes with a range of features to fulfill your every need. Find trends and anomalies that may influence your governance plan for Power Platform, Microsoft 365, Sharepoint, Microsoft Teams, Microsoft 365, and execute other essential steps.

Rencore Governance pairs with several Microsoft Services, allowing you to explore the Microsoft Cloud containing Azure Active Directory, Power Automate, Microsoft Teams, Groups, Licenses, Users. Monitor the activity of end-users and ensure your organization stays compliant with the governance plan on an everyday basis. Add new services easily to meet the needs of your evolving organization.

#22 Aqua Security

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Aqua is a comprehensive cloud-native application protection platform that emphasizes security and is developed for the whole stack and suitable for the complete lifecycle from production to development. It secures your applications throughout serverless workloads, VMs, containers up and below the stack. You can release and add new updates to the software at unmatched speed, thanks to security automation.

Identify vulnerabilities and malware easily on resolving them without delay, and enable safe artifacts to go from state to state in the CI/CD pipeline. Deploy your cloud-native applications on the desired infrastructure while making sure that cloud services, hosts, and orchestration are configured properly and are compliant.

#23 Lacework

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Lacework is a highly trusted platform that provides security for Cloud Environments, DevOps, and Containers. It employs a patented approach that enables you to use data for insights and visibility to allow teams to progress instantly and confidently. Find out everything there is to know about cloud environments and narrow it to the important stuff.

The platform uses its own patented Polygraph technology to process millions of incoming data points, identify potential security events, and assist you in concentrating on the security risks needing to be dealt with. The Anamoly Detection Module makes it easy to find vulnerabilities and deal with them appropriately. The platform provides full visibility into your cloud environment and uses the power of the cloud to strike silos among business leaders, security professionals, and developers.

#24 Sonraí Security

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Sonraí Security provides a data security and enterprise identity platform that works best with services like Kubernetes, AWS, Google Cloud, and AWS. It is empowered by its own cloud identity graph and merges data security, CSPM, CIEM in a single unified platform. It reveals hidden risks, doesn’t bother you with alerts, and offers unmatched security.

The platform is a valuable resource trusted by many clients worldwide who have given it positive ratings due to it offering complete visibility of data, platform, and identify risks across Azure and AWS. It places heavy emphasis on security and has partnered with core Cloud Service providers and popular technology vendors to assist enterprises to decrease risk across their public cloud with maximum convenience and less effort. Because of this, it supports integrations with many services like Redis, Jira Software, Kubernetes, Splunk, Amazon RDS, Azure Active Directory, Slack, and Amazon DynamoDB.

#25 Ermetic

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Ermetic is a top-notch platform that places your cloud security and identity above all else. It provides holistic protection for Google Cloud, AWS, and Azure. You can get multi-cloud and deep visibility and handle each resource and identity in a single platform. Examine relationships, permissions, and configurations, and understand the attack surface by evaluating and prioritizing risk across service and human identities, data, and compute resources. You can diminish risk privileges and error-prone configurations by integrating with IaC, ticketing, and CI/CD pipelines.

Maintain policies and shift left by setting up and automating guardrails for network and resources configuration and identities from development to production. Ermetic makes it easy for clients to find anomalies via its powerful technology, which makes it easy to identify potentially harmful behavior and configuration modifications with repeating alerts and behavioral analysis. You can maintain compliance with standards such as ISO, CIS, PCI DSS, GDPR, NIST, and SOC2.

#26 FireMon

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FireMon is an automatic solution for security purposes through the comprehensive delivery of blueprint and streamlines policy management. It features trusted accuracy, gold standards, proactive, and continuous compliance.

It is the only way that closes the gap between security and businesses, and you can get visibility and control by reducing the visible gap from the hybrid system through situational awareness. Its resources include a newsroom, blog, and resource library that gives a complete guide to your solution.

#27 AlienVault USM

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AlienVault USM is a product of AT&T which provides different security tools and gives security inside of a platform in minutes. The main feature of the system is to provide security modules that detect threats and provide operational efficiency under a single platform.

The main purpose of AlienVault USM is to provide a solution for cybersecurity and give different integration levels of data analytics and reporting session. It also enhances the different factors related to the cybersecurity system.

#28 Tresorit

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Tresorita is a cloud-storage solution created to provide you with secure, end-to-end encrypted protection and sharing of your files and all the other confidential data. It is also known as a comprehensive file sharing solution, and you can enjoy its service on both desktop and mobile devices.

With this software’s help, you have a platform that ensures the safety of all your documents, files, and other your sensitive details that you don’t want to store on your server that prevents data breaches and unauthorized access from other parties. Tresorit keeps your files, documents, audio, images, and more away from the hands of hackers and government agencies that want to snoop on your details.

#29 Verizon Cloud

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Verizon Cloud is an all-in-one cloud solution that lets you back up your contacts, videos, photos, music, messages, and all the other important document to secure cloud storage so that you won’t lose your valuable content. The application even makes sure nothing gets left behind when you move to a new phone.

It is a commercial cloud application and available to use on Android, iOS, and Windows phones that means you can get your back up anytime anywhere. The best thing about Verizon Cloud is that it offers automatic sync and back up functions that automatically protect your daily changes on its secure servers.

#30 Qualys

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Qualys is a leading platform that offers cloud security, compliance, and related services founded in 1999. The cloud solutions and their integrated application help businesses simplify all kinds of security operations and lower the cost of compliance by providing critical security intelligence on demand, automating the full spectrum of auditing compliance, and protecting IT systems and web applications.

It is the first company to deliver an on-demand solution for security risk and compliance management. The platform monitor your company’s vulnerability management process tracks remediation, and ensures policy compliance.

#31 Palo Alto Networks Prisma Cloud

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Palo Alto Networks Prisma Cloud is a full-fledged cloud-native application protection platform that enables you to implement security from cloud to cloud. It gives organizations the ability to secure their data, infrastructure, and applications across multi-cloud and hybrid environments with great ease. It is comprehensive and is capable o securing entitlements, infrastructure, data, and applications from a single place and is a mixture of a unified agent framework and cloud service providers API, offering users unrivaled protection and visibility.

The platform provides a best-in-class experience and integrates functionalities from some of the top and advanced security startups, and offers them a smart platform to give you market-leading capabilities on all modules. Security teams can leverage the web application, container security, API security, and threat detection.

#32 Forcepoint Web Security

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Forcepoint Web Security is a robust web protection tool that enables you to optimize the web access of your user and safeguards them against modern threats like phishing attacks, viruses, data loss, and malware. It is easy to use, pre-configured, allowing you to implement it right away. The best feature is that it lets you customize its default policy and add new ones to fulfill the requirements of your business. It works as a proxy server for HTTPS, HTTP, traffic along with FTP over HTTP. The browser of the user requesting a web resource connects to the cloud proxy and not to Internet web servers, and the cloud proxy transfer the requests to the origin server.