List of the Top 25 Privileged Access Management Software for Okta in 2025

Reviews and comparisons of the top Privileged Access Management software with an Okta integration


Below is a list of Privileged Access Management software that integrates with Okta. Use the filters above to refine your search for Privileged Access Management software that is compatible with Okta. The list below displays Privileged Access Management software products that have a native integration with Okta.
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    StrongDM Reviews & Ratings

    StrongDM

    StrongDM

    Empowering users with secure, seamless, and traceable access.
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    The landscape of access and access management has evolved into a more intricate and often frustrating challenge. strongDM reimagines access by focusing on the individuals who require it, resulting in a solution that is not only user-friendly but also maintains rigorous security and compliance standards. This innovative approach is referred to as People-First Access. Users benefit from quick, straightforward, and traceable access to essential resources, while administrators enjoy enhanced control that reduces the risk of unauthorized and excessive permissions. Additionally, teams in IT, Security, DevOps, and Compliance can effortlessly track activities with detailed audit logs answering critical questions about actions taken, locations, and timings. The system integrates seamlessly and securely across various environments and protocols, complemented by reliable 24/7 customer support to ensure optimal functionality. This comprehensive approach guarantees both efficiency and security in managing access.
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    ThreatLocker Reviews & Ratings

    ThreatLocker

    ThreatLocker

    Empower your security with proactive, policy-driven endpoint protection.
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    To effectively combat ransomware, IT professionals must implement strategies that go beyond merely monitoring for threats. ThreatLocker offers a solution by minimizing attack surfaces through policy-driven endpoint security, shifting the focus from just blocking recognized threats to preventing anything that isn’t expressly permitted. By incorporating features like Ringfencing and other robust controls, organizations can bolster their Zero Trust framework and effectively thwart attacks that exploit existing resources. Explore the comprehensive suite of ThreatLocker’s Zero Trust endpoint security solutions, which includes Allowlisting, Ringfencing, Elevation Control, Storage Control, Network Access Control, Unified Audit, ThreatLocker Ops, Community, Configuration Manager, and Health Center, to enhance your cybersecurity posture today. This proactive approach not only safeguards your network but also empowers your team to maintain greater control over security protocols.
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    Satori Reviews & Ratings

    Satori

    Satori

    Empower your data access while ensuring top-notch security.
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    Satori is an innovative Data Security Platform (DSP) designed to facilitate self-service data access and analytics for businesses that rely heavily on data. Users of Satori benefit from a dedicated personal data portal, where they can effortlessly view and access all available datasets, resulting in a significant reduction in the time it takes for data consumers to obtain data from weeks to mere seconds. The platform smartly implements the necessary security and access policies, which helps to minimize the need for manual data engineering tasks. Through a single, centralized console, Satori effectively manages various aspects such as access control, permissions, security measures, and compliance regulations. Additionally, it continuously monitors and classifies sensitive information across all types of data storage—including databases, data lakes, and data warehouses—while dynamically tracking how data is utilized and enforcing applicable security policies. As a result, Satori empowers organizations to scale their data usage throughout the enterprise, all while ensuring adherence to stringent data security and compliance standards, fostering a culture of data-driven decision-making.
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    Keeper Security Reviews & Ratings

    Keeper Security

    Keeper Security

    Transform password security into your organization’s strongest defense.
    The cornerstone of cybersecurity lies in password security. Keeper offers a robust password security platform designed to shield your organization from cyber threats and data breaches associated with password vulnerabilities. Studies indicate that a staggering 81% of data breaches stem from inadequate password practices. Utilizing a password security solution is a cost-effective and straightforward method for businesses to tackle the underlying issues that lead to most data breaches. By adopting Keeper, your organization can greatly lower the chances of experiencing a data breach. Keeper generates strong passwords for every application and website, ensuring they are securely stored across all devices. Each employee is provided with a personal vault to manage and safeguard their passwords, credentials, and files, along with sensitive client information. This alleviates the hassle of remembering or resetting passwords and eliminates the need to reuse them. Additionally, maintaining industry compliance is facilitated by stringent and customizable role-based access controls, inclusive of two-factor authentication, usage audits, and detailed event reporting. Furthermore, the implementation of Keeper not only enhances security but also promotes a culture of accountability and vigilance within your organization.
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    Uniqkey Reviews & Ratings

    Uniqkey

    Uniqkey

    Secure your cloud access with advanced encryption solutions today!
    Uniqkey stands out as Europe's foremost password and access management solution, streamlining security for employees while granting organizations superior oversight of their cloud systems, access protocols, and workforce administration. By addressing major threats to corporate infrastructure, Uniqkey protects essential systems and organizational credentials through cutting-edge encryption techniques. Additionally, it provides exclusive insights and a holistic overview of IT frameworks, employee access, and security metrics, proving invaluable for IT departments to effectively monitor security strategies and evaluate the success of educational initiatives with assurance. Thanks to robust integrations with existing platforms like Microsoft, IT administrators can efficiently manage user provisioning and de-provisioning, facilitating smooth onboarding and offboarding while ensuring comprehensive protection of their IT ecosystems through sophisticated encryption measures. Developed by top-tier security professionals in Europe, we utilize the latest encryption technologies, including the offline encryption of all data. Our advanced technology stack and servers, located in Denmark, guarantee optimal security, data reliability, and adherence to European standards, ultimately providing our clients with a sense of security and trust in our services. Furthermore, Uniqkey’s commitment to continual improvement ensures that we stay ahead in the evolving landscape of cybersecurity threats.
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    Foxpass Reviews & Ratings

    Foxpass

    Foxpass

    Secure, efficient identity management for businesses of all sizes.
    Foxpass offers identity and access management solutions tailored for businesses of varying scales. With our LDAP, RADIUS, and SSH key management systems available both in the cloud and on-premise, we guarantee that employees are granted access solely to the networks, servers, and VPNs they require, and only for the duration specified. Additionally, Foxpass easily integrates with popular platforms like Office365, Okta, and Bitium, allowing for a smooth and efficient access experience. This ensures that security protocols are maintained while optimizing productivity within organizations.
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    Electric Reviews & Ratings

    Electric

    Electric

    Transforming IT management with real-time support and savings!
    Electric is revolutionizing business IT management by offering real-time support to over 30,000 users and centralized IT solutions for more than 600 clients. As a result, companies can achieve up to 50% reduction in IT expenses while ensuring consistent security measures across all devices, applications, and networks. This innovative approach not only enhances operational efficiency but also simplifies the complexities of IT management for businesses of all sizes.
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    BetterCloud Reviews & Ratings

    BetterCloud

    BetterCloud

    A complete insights driven platform for end-to-end SaaS Management
    BetterCloud stands at the forefront of SaaS Operations, empowering IT professionals to enhance the employee experience, optimize operational effectiveness, and consolidate data security. By leveraging no-code automation to facilitate seamless workflows, numerous innovative organizations such as HelloFresh, Oscar Health, and Square have come to depend on BetterCloud for streamlining processes and enforcing policies throughout their cloud application ecosystems. With over a decade of experience leading the SaaS Operations revolution, BetterCloud caters to the largest global community of SaaSOps specialists. As the organizer of Altitude, the premier SaaSOps conference, and the publisher of The State of SaaSOps Report—an authoritative source of market analysis—BetterCloud has earned recognition as a market leader by customers on platforms like G2 and by esteemed research firms such as Gartner and Forrester. Located in New York City, with a dedicated product and engineering office in Atlanta, GA, and additional innovation centers and remote talent distributed throughout the U.S., BetterCloud is supported by some of the most prestigious technology investors, which include Vista Equity Partners, Warburg Pincus, Bain Capital, and Accel. This extensive backing allows BetterCloud to continue innovating and evolving its offerings in the rapidly changing landscape of SaaS Operations.
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    ManageEngine Access Manager Plus Reviews & Ratings

    ManageEngine Access Manager Plus

    ManageEngine

    Secure remote access for privileged sessions, effortlessly managed.
    Facilitate secure remote access to privileged sessions by consolidating, protecting, and monitoring remote connections that provide privileged entry to critical business systems. This custom solution for privileged session management is specifically crafted for large organizations. To preserve efficiency, it is essential for companies to enable authorized users to connect to crucial systems from any location at any time. Nevertheless, granting such access to remote privileged users poses considerable security and privacy challenges, and conventional methods, including VPNs, frequently lack the necessary flexibility. Modern enterprises need a comprehensive solution that allows seamless access to all components of their infrastructure, whether hosted on public or private clouds, while enforcing stringent access controls, tracking and recording all actions, and providing real-time supervision of every privileged session. With ManageEngine Access Manager Plus, businesses can effectively oversee and protect their privileged session access via a user-friendly web platform. This not only bolsters security but also optimizes operational processes, enabling organizations to function efficiently while upholding rigorous access regulations. Furthermore, this solution empowers businesses to adapt to evolving security demands and maintain an agile approach to remote access management.
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    Securden Unified PAM Reviews & Ratings

    Securden Unified PAM

    Securden

    Centralize, secure, and manage access to sensitive data.
    Access privileges and their corresponding credentials play a crucial role in safeguarding an organization's sensitive information. The nature of this sensitive data can differ widely depending on the sector; for instance, healthcare entities manage extensive patient records, while banks oversee financial and customer information. It is vital to secure access to these privileged accounts, as they are frequently unmanaged and scattered throughout the organization. A comprehensive Privileged Access Management solution, such as Securden Unified PAM, is essential for gathering all privileged identities and accounts into a centralized vault, simplifying management. By limiting access to these accounts and applying the Just-in-time access principle, organizations can enhance security. Users can initiate remote connections to authorized IT resources with a single click, while monitoring and managing these sessions for users, third-party vendors, and IT administrators through shadowing capabilities. Additionally, organizations should eliminate local admin rights on endpoints and implement application control policies to effectively uphold a Zero-Trust approach without hindering productivity. Furthermore, it is important to record and monitor all activities with thorough audit trails and actionable reports to maintain compliance with industry regulations, ultimately ensuring the protection of sensitive information.
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    Avatier Identity Anywhere Reviews & Ratings

    Avatier Identity Anywhere

    Avatier

    Revolutionizing identity management with scalability, security, and adaptability.
    Presenting Identity Anywhere, a cutting-edge Identity Management solution that utilizes Docker containers, making it the most adaptable, scalable, and secure choice on the market today. With the power of Docker technology, Identity Anywhere can be implemented in any setting, whether that be in the cloud, on-premises, or within a private cloud instance facilitated by Avatier. Avatier’s Identity Management offerings effortlessly connect various back office applications and resources, enabling them to function as an integrated system. Featuring a user-friendly digital dashboard, C-level executives can drive substantial business growth and increase profitability. Eliminate the most frequent Help Desk inquiries with advanced self-service password reset functionalities. Reduce costs by acquiring only the cloud application licenses that your organization genuinely needs. Enhance overall operational efficiency through an outstanding shopping cart experience, while simultaneously protecting your organization from potential fines, lawsuits, negative publicity, and even imprisonment due to compliance issues. This revolutionary strategy not only improves operational performance but also positions organizations to succeed in an ever-changing digital environment, fostering long-term resilience and adaptability.
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    Tenable Cloud Security Reviews & Ratings

    Tenable Cloud Security

    Tenable

    Streamline cloud security, enhance efficiency, mitigate risks effectively.
    An actionable cloud security platform is essential for mitigating risks by swiftly identifying and rectifying security vulnerabilities stemming from misconfigurations. Solutions like CNAPP provide a comprehensive alternative to the fragmented tools that can generate more issues than they resolve, including false positives and overwhelming alerts. Such products frequently offer limited coverage, leading to complications and added workload with the systems they are intended to enhance. By utilizing CNAPPs, organizations can effectively oversee the security of cloud-native applications. This approach enables companies to manage cloud infrastructure and application security collectively, streamlining the process instead of treating each component in isolation. Consequently, adopting CNAPP solutions not only enhances security but also boosts operational efficiency.
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    Netwrix Privilege Secure for Access Management Reviews & Ratings

    Netwrix Privilege Secure for Access Management

    Netwrix

    Enhance security and efficiency with task-specific access management.
    Netwrix Privilege Secure for Access Management bolsters security by delivering task-specific administrative access that is granted only when necessary and with the least amount of privileges required. This strategy is effective in reducing the risk of lateral movement attacks by decreasing the total number of privileged accounts in use. By implementing Netwrix Privilege Secure for Access Management, organizations can significantly lower their security vulnerabilities through a systematic approach to overseeing privileged access. The solution guarantees that administrators are allocated the precise privileges they require at the appropriate times and for the necessary duration, reverting systems to an access-denied state immediately after task completion. This method significantly mitigates the dangers linked to standing privileges by utilizing temporary accounts that provide only the essential access for each task, which are efficiently terminated once the task is accomplished. As a result, organizations can not only fortify their security stance but also enhance the efficiency of their access management procedures, ensuring a dynamic response to ever-evolving security threats.
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    Delinea Cloud Access Controller Reviews & Ratings

    Delinea Cloud Access Controller

    Delinea

    Empower secure access with seamless integration and governance.
    Delinea's Cloud Access Controller provides precise governance for web applications and cloud management platforms, serving as a powerful PAM solution that operates at impressive cloud speeds to enable swift deployment and secure entry to various web-based applications. This cutting-edge tool facilitates the seamless integration of existing authentication systems with multiple web applications, eliminating the need for extra coding efforts. You can set up comprehensive RBAC policies that adhere to least privilege and zero trust principles, even accommodating custom and legacy web applications. The system allows you to specify exactly what data an employee can see or modify in any web application, while efficiently managing access permissions by granting, altering, or revoking access to cloud applications. It empowers you to control access to specific resources at a granular level and provides meticulous oversight of cloud application usage. Furthermore, the platform offers clientless session recording, removing the necessity for agents, which guarantees secure access to a broad spectrum of web applications, including social media, bespoke solutions, and older systems. This holistic strategy not only bolsters security but also simplifies access management to meet various organizational requirements. With Delinea's solution, organizations can confidently navigate the complexities of modern digital environments.
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    Zluri Reviews & Ratings

    Zluri

    Zluri

    Empower IT teams to optimize, secure, and strategize SaaS.
    Zluri serves as a comprehensive management platform tailored for IT Teams overseeing SaaS operations. This platform empowers teams to seamlessly oversee, safeguard, and ensure compliance across various SaaS applications through a unified dashboard. By illuminating instances of shadow IT, Zluri enables the tracking and optimization of SaaS expenditures while automating the entire process of application renewal management. With its focus on data-driven insights, Zluri equips IT teams to strategize, streamline, secure, and maximize the benefits derived from their collection of SaaS applications. Furthermore, it enhances operational efficiency and fosters better decision-making within organizations.
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    Delinea Cloud Suite Reviews & Ratings

    Delinea Cloud Suite

    Delinea

    Empowering secure access with zero-trust, compliance, and accountability.
    Enhance user access to servers through various directory services such as Active Directory, LDAP, and cloud platforms like Okta. By adhering to the principle of least privilege, it is essential to implement just-in-time access and allocate only the required permissions, thereby minimizing security vulnerabilities. It is crucial to identify privilege misuse, counteract potential threats, and ensure compliance with regulations through thorough audit trails and video documentation. Delinea’s cloud-native SaaS solution employs zero-trust principles, which effectively reduce the risk of privileged access misuse and address security weaknesses. With the ability to scale flexibly and perform efficiently, this solution adeptly handles multi-VPC, multi-cloud, and multi-directory environments. Users can log in securely across different platforms using a single enterprise identity, complemented by a dynamic privilege elevation model that operates just in time. Centralized management of security protocols for users, machines, and applications guarantees the consistent enforcement of MFA policies across all critical and regulated systems. Real-time monitoring of privileged sessions allows for immediate termination of any suspicious activities, thereby reinforcing overall security measures. Furthermore, this all-encompassing strategy not only strengthens your security posture but also fosters an environment of accountability and transparency within your organization, ultimately contributing to a more robust security framework.
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    Trustle Reviews & Ratings

    Trustle

    Trustle

    Streamlined access management for secure, efficient data handling.
    Conventional cloud data security solutions frequently fall short in meeting the increasing demands of organizations. On the other hand, Trustle provides a streamlined approach to managing access to various data sources on a granular level, offering a clear view of all integrated systems via an easy-to-use SaaS platform. This capability ensures that employees receive the necessary access at the right moments, and only for the time required. Building a strong team dynamic is crucial for boosting an employer's value proposition. By enhancing your employer brand, you can nurture a sense of unity among team members across the organization. Both developers and teams will experience a significant enhancement in their operational efficiency. Trustle is recognized as a forward-thinking SaaS solution that enables you to start addressing access vulnerabilities within minutes and to create a unified data strategy for your organization in just a few days. With Trustle, your data security can grow effortlessly in alignment with your enterprise's expanding needs, ensuring resilience in an ever-evolving landscape. Ultimately, this allows for a more secure and effective management of sensitive information across the board.
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    Securden Unified PAM MSP Reviews & Ratings

    Securden Unified PAM MSP

    Securden

    Streamline security and boost productivity with unified access governance.
    Managed Service Providers (MSPs) often find themselves needing to acquire various solutions to achieve comprehensive access governance. To address this pressing issue, we have integrated all essential modules into a singular, cohesive solution that tackles the most significant hurdles encountered by managed IT service providers. This approach not only enables MSPs to create ongoing revenue streams but also allows for the implementation of strong access controls. Through Just-In-Time (JIT) remote access, both employees and third-party vendors can be granted necessary permissions, while all activities are meticulously tracked and recorded for enhanced oversight. Moreover, minimizing the attack surface is crucial in mitigating both external and internal threats. By automating the provisioning of privileged access, the burden on helpdesk teams is alleviated, leading to less downtime. In addition, the establishment of efficient privileged-access workflows can significantly boost overall operational productivity. Ultimately, this unified solution empowers MSPs to enhance security while streamlining their processes effectively.
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    Teleport Reviews & Ratings

    Teleport

    Teleport

    Transform your identity management with speed, security, and simplicity.
    The Teleport Infrastructure Identity Platform represents a significant upgrade in the management of identity, access, and policies for infrastructure, catering to both human and non-human identities. This platform enhances the speed and reliability of essential infrastructure, making it more resilient to human errors and potential breaches. Focused on infrastructure-specific applications, Teleport employs trusted computing principles alongside a unified cryptographic identity system that encompasses humans, machines, and workloads. This capability allows for the identification of endpoints, infrastructure components, and AI agents alike. Our comprehensive identity solution seamlessly integrates identity governance, zero trust networking, and access management into one cohesive platform, thereby reducing operational complexities and eliminating silos. Furthermore, this integration fosters a more secure and efficient environment for managing diverse identities across various systems.
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    CyberArk Endpoint Privilege Manager Reviews & Ratings

    CyberArk Endpoint Privilege Manager

    CyberArk

    Empower productivity with flexible, proactive endpoint security solutions.
    Your security must be as flexible as your operations. The Endpoint Privilege Manager offers real-time modifications, enabling users to obtain local admin access instantly when necessary. Cybercriminals are constantly on the lookout for vulnerabilities, but we mitigate this risk by automatically blocking credential theft before it can cause any damage. With the myriad of ransomware strains existing today, our solution effectively defends against all of them. It facilitates the temporary elevation of user privileges for specific tasks swiftly and effortlessly, reducing the need for help desk intervention. Prevent ransomware from standing in your way. Take charge of local admin accounts without disrupting everyday activities. Securely operate from any device and location, ensuring that both your assets and your organization's reputation remain intact. Protect every endpoint while enabling a smooth operational process. By focusing on robust security, you can boost productivity while still prioritizing safety. Ultimately, a well-structured security approach not only protects but also enhances overall efficiency within your organization.
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    Okera Reviews & Ratings

    Okera

    Okera

    Simplify data access control for secure, compliant management.
    Complexity undermines security; therefore, it's essential to simplify and scale fine-grained data access control measures. It is crucial to dynamically authorize and audit every query to ensure compliance with data privacy and security regulations. Okera offers seamless integration into various infrastructures, whether in the cloud, on-premises, or utilizing both cloud-native and traditional tools. By employing Okera, data users can handle information responsibly while being safeguarded against unauthorized access to sensitive, personally identifiable, or regulated data. Moreover, Okera's comprehensive auditing features and data usage analytics provide both real-time and historical insights that are vital for security, compliance, and data delivery teams. This allows for swift incident responses, process optimization, and thorough evaluations of enterprise data initiatives, ultimately enhancing overall data management and security.
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    Opal Reviews & Ratings

    Opal

    Opal

    Empowering secure access, enhancing productivity, fostering agile workflows.
    Opal represents an advanced security solution tailored to assist organizations in adopting least privilege principles, while also providing new techniques for boosting team productivity. We promote a decentralized and self-service approach to access, integrating effortlessly with the technologies already employed by your team. By removing bottlenecks, we enable teams to delegate access requests to those with the most pertinent knowledge, leading to faster and more informed decision-making. With the help of intelligent automation, Opal manages the entire access workflow—granting permissions at critical moments, sending automated reminders, and revoking access when it is no longer needed. Transparency is vital; having clear visibility into who approves access, who possesses permissions, the status of requests, and other essential information is crucial to prevent the misunderstandings that often arise from poor communication. Many organizations tend to grant excessive access through a broad approach that lacks accuracy and usually remains in place indefinitely. Furthermore, numerous companies still depend on outdated and inconsistent strategies to oversee just-in-time access, which can obstruct operational efficiency. By refining this process, Opal not only enhances security but also empowers teams to perform their tasks more effectively, ultimately leading to a more agile and responsive organizational environment. With Opal, businesses can achieve a balance between stringent security measures and the need for efficient workflows.
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    Procyon Reviews & Ratings

    Procyon

    Procyon

    Unlock secure cloud access effortlessly, without passwords needed!
    Experience effortless and secure entry to your cloud infrastructure without relying on passwords. Embrace the power of passwordless authentication across leading cloud platforms and a variety of cloud resources, seamlessly integrating with AWS, GCP, Azure, and a range of other cloud-native solutions. Protect against excessive access by utilizing just-in-time permissions tailored for developers. DevOps teams can conveniently request access to cloud resources through a system that grants 'just enough privileges,' ensuring their permissions are both time-sensitive and appropriate. This configuration effectively alleviates the productivity hurdles associated with depending solely on a centralized administrator. You have the flexibility to set approval policies based on various criteria, and you will gain access to a detailed catalog of both utilized and unutilized resources. Reduce the dangers of credential sprawl and mitigate the fears linked to credential theft. Developers can obtain passwordless access to cloud resources through advanced Trusted Platform Module (TPM) technology, which enhances security. Furthermore, you can identify potential weaknesses today with our free assessment tool, which provides insights into how Procyon can resolve these vulnerabilities swiftly. By harnessing TPM, robust identification of users and their devices is ensured, significantly improving overall security. This cutting-edge method not only simplifies access but also greatly strengthens your cloud security framework, paving the way for a more secure and efficient cloud environment. As a result, organizations can focus on innovation while maintaining a high level of security.
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    Entitle Reviews & Ratings

    Entitle

    BeyondTrust

    Secure, efficient access management for seamless business collaboration.
    Entitle employs a security-driven approach to provisioning and governance, ensuring that it also facilitates business operations across all sectors, including research and development, sales, human resources, and finance. It enhances the provisioning workflow to support security measures that evolve in response to changing infrastructure and diverse employee requirements. Permissions can be allocated to specific resources like Google Drive folders, database tables, Git repositories, and more, enabling effective oversight. Sensitive resources and positions are protected by granting access only when required and retracting it when no longer necessary. This strategy allows colleagues, managers, and resource owners to approve access requests, which helps ensure the reliability of permissions granted. With the incorporation of automated access requests and a zero-touch provisioning model, teams in DevOps, IT, and other areas can greatly boost their efficiency and manage resources more effectively. Users can easily request access through communication platforms such as Slack, Teams, Jira, or email, creating a seamless approval process. Furthermore, the ability to quickly assign bulk permissions aids in expediting onboarding and offboarding tasks, allowing the organization to respond adeptly to its evolving needs. This holistic approach not only protects sensitive data but also cultivates a collaborative atmosphere that empowers teams to excel, ultimately driving overall business success.
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    Admin By Request Reviews & Ratings

    Admin By Request

    Admin By Request

    Streamline security with customizable, efficient privilege management solutions.
    Quickly enabling Just-In-Time privilege elevation for all employees is essential for modern security. Both workstations and servers can be efficiently managed and onboarded through a user-friendly portal. Utilizing threat and behavior analysis, organizations can detect and thwart malware attacks and data breaches by pinpointing risky users and assets. Instead of elevating user permissions, applications are elevated, which streamlines the process and cuts costs by assigning privileges based on specific users or groups. Whether it's a seasoned developer in IT or a less experienced staff member in HR, there is an appropriate elevation strategy available for every type of user to effectively manage your endpoints. Admin By Request includes a comprehensive set of features that can be tailored to suit the unique requirements of different users or groups, ensuring a customizable approach to security. This flexibility allows organizations to maintain robust security while accommodating diverse workflows.
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