Guide To The 10 Best VPN Software Of 2026

By
Tim Fisher
25-year IT veteran and AI exec leading enterprise AI governance at scale.

We review tools independently, and commissions help fund our testing. See our transparency policy, our methodology, or suggest a tool.

With over two decades in tech building systems that connect people to smarter solutions, I evaluated 21 tools for this guide. VPN software that holds up in IT environments supports Zero Trust models, scales across cloud and on-prem setups, and deploys without friction. The options ahead cover all of it.

Finding the right Internet of Things (IoT) platform can be tricky. With so many options available, choosing one that matches your business goals, integrates smoothly, and handles data securely takes careful thought.

I’ve reviewed and tested the most reliable IoT platforms used today — from industrial automation systems to consumer smart device ecosystems. Each platform on this list was chosen for its real-world performance, usability, and scalability. Whether you’re developing connected hardware, managing a device fleet, or analyzing sensor data, this guide will help you identify the best IoT platform for your needs.

Why Trust Our Software Recommendations

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Evaluation factors

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Our team has been testing and reviewing software since 2012. As tech leaders ourselves, we know how difficult—and important—it is to choose the right software.

For this guide, we evaluated tools using hands-on testing and independent research, scoring tools using our selection criteria.

Our reviews reflect our human editorial judgment, not a sales pitch.

Expert reviewers:

Comparison Table: VPN Software Summary

This comparison table summarizes pricing details for my top VPN software selections.

1Best for Zero Trust securityFree plan availableFrom $5/user/month (billed annually)Website
2Best for SMBs requiring network security30-day free trialFrom $10/user/monthWebsite
3Best for remote team connectivityFrom $3/user/month (min 5 seats)Website
4Best for multi-platform compatibility$6.99/user/month$2.03/user/monthWebsite
5Best for advanced privacy features 30-day free trialFrom $119.99/year (billed annually)Website
6Best for intuitive user interfaces and setupFree trial available $3.75/month (billed annually)Website
7Best for budget-conscious usersFrom $2.88/user/month 30-day money-back guarantee to (billed annually)Website
8Best for enterprise-level security needsPricing upon request.Website
9Best for Azure integration and scalabilityFrom $26/month (billed annually)Website
10Best for cloud-based VPN solutionsPricing upon request.Website

Best VPN Software Reviews

  1. Best for Zero Trust security
    • Free plan available
    • From $5/user/month (billed annually)
    Visit Website
    Customer Rating:4.8/5
    Twingate screenshot
    Twingate admin console showing remote access policies.

    Twingate is a Zero Trust Network Access (ZTNA) platform that secures remote connections to private networks and resources. Unlike traditional VPNs, it verifies every access attempt individually, reducing risk while improving performance.

    Why I Picked Twingate: I picked Twingate because it isn’t just another VPN—it’s a replacement built on Zero Trust principles. By eliminating full network tunnels, it reduces the attack surface and stops lateral movement of threats. I also like that its hardware-free deployment makes rollout quick and management straightforward, especially for distributed teams.

    Standout features & integrations:

    Twingate provides application-level access, intelligent device verification, and DNS/content filtering to enhance protection. Its architecture (Controller, Client, Connector, Relay) creates secure direct connections without central data storage. Integrations include Azure AD, Okta, Google Workspace, JumpCloud, CrowdStrike, Intune, Jamf, Terraform, Pulumi, Salesforce, Jenkins, and Kubernetes.

    Pros and Cons

    Pros:

    • Zero Trust security model
    • Faster than legacy VPNs
    • Hardware-free deployment

    Cons:

    • No Linux GUI client
    • Limited free plan
    Learn more about Twingate:
  2. Best for SMBs requiring network security
    • 30-day free trial
    • From $10/user/month
    Visit Website
    Customer Rating:4.7/5
    Perimeter 81 screenshot
    Perimeter 81 VPN Software

    For small to medium-sized businesses, robust network security is a priority without the complications of enterprise-level tools. Perimeter 81 addresses this need, tailoring its offerings to SMBs and ensuring a fortified network without the typical complexities.

    Why I Picked Perimeter 81: After analyzing many options, Perimeter 81 stood out in its dedication to SMBs. I selected it based on its simplicity, ease of use, and features tailored for smaller businesses. It's evident why it ranks as the best for SMBs requiring network security – its intuitive interface, combined with strong security measures, strikes the right balance.

    Standout features & integrations:

    Perimeter 81 boasts a user-friendly dashboard that simplifies network monitoring and management. Additionally, it employs Zero Trust Architecture, adding an extra layer of protection. On the integration front, it works with leading cloud providers and even integrates with identity providers for streamlined access management.

    Pros and Cons

    Pros:

    • Broad integration possibilities with cloud and identity providers
    • Zero Trust Architecture enhances security measures
    • Designed specifically for SMB needs

    Cons:

    • Support response times can vary
    • Limited server locations compared to some competitors
    • Advanced features may be locked behind higher pricing tiers
    Learn more about Perimeter 81:
  3. Best for remote team connectivity
    • From $3/user/month (min 5 seats)
    Visit Website
    Customer Rating:4.8/5
    GoodAccess screenshot
    GoodAccess VPN Software dashboard

    In today's digital age, ensuring connectivity for remote teams is pivotal. GoodAccess offers a solution that bridges the gap, allowing remote teams to connect securely, making it especially fitting for businesses with distributed teams.

    Why I Picked GoodAccess: When evaluating VPNs suitable for remote teams, GoodAccess caught my attention. I selected it based on its straightforward setup and its priority on remote connectivity. Its dedication to ensuring smooth connectivity for dispersed teams makes it the top choice for remote team connectivity.

    Standout features & integrations:

    GoodAccess boasts a static IP that ensures consistent connectivity. Its cloud-based portal allows easy management of team members and devices. Integration-wise, it can be paired with various business tools to provide operations for remote teams.

    Pros and Cons

    Pros:

    • Tailored specifically for remote team needs
    • Cloud portal facilitates smooth device and team management
    • Dedicated static IP for consistent connectivity

    Cons:

    • Requires regular updates for optimum performance
    • Limited server locations compared to some competitors
    • Might not offer the advanced security features found in enterprise VPNs
    Learn more about GoodAccess:
  4. Best for multi-platform compatibility
    • $6.99/user/month
    • $2.03/user/month
    Visit Website
    Customer Rating:4.4/5
    CyberGhost VPN screenshot
    CyberGhost VPN Software

    In a digital age with countless platforms, having a VPN that adapts is crucial. CyberGhost VPN, with its vast device support, ensures users remain protected and unrestricted, regardless of their platform of choice.

    Why I Picked CyberGhost VPN: Having opinions on various VPNs, CyberGhost was an obvious choice due to its compatibility with various platforms. In judging and comparing, CyberGhost's adaptability across different platforms made it distinct in the crowded VPN space. Hence, it's best for multi-platform compatibility, bridging the gap between varied devices and systems.

    Standout features & integrations:

    CyberGhost offers 7,000+ servers in 90+ countries, ensuring global connectivity. A defining feature is its simultaneous connection ability on up to 7 devices. In terms of integrations, CyberGhost works harmoniously with Windows, MacOS, Android, iOS, and even Linux, covering a broad spectrum of user needs.

    Pros and Cons

    Pros:

    • Wide range of platform compatibility
    • Simultaneous connection on multiple devices
    • Extensive global server distribution

    Cons:

    • Privacy policy might be complex for average users to decipher
    • The initial setup might be a tad complex for non-tech users
    • Some servers may offer inconsistent speeds
  5. Best for advanced privacy features
    • 30-day free trial
    • From $119.99/year (billed annually)
    Visit Website
    Customer Rating:4/5
    Norton screenshot
    Norton’s dashboard gives small businesses visibility into device security as part of its broader security and VPN bundle.

    Norton delivers a VPN solution tailored for users seeking enhanced online privacy and security. Ideal for both individuals and businesses, it provides a secure means to protect sensitive data, mask IP addresses, and browse safely on public Wi-Fi. With its integration into the broader Norton suite, it solves common cybersecurity challenges by offering a comprehensive approach to digital safety.

    Why I Picked Norton

    I picked Norton for its unique ability to integrate advanced privacy features into its VPN offering. Norton VPN uses bank-grade encryption to ensure your data remains secure, even on public networks. Its IP Rotation feature adds an extra layer of anonymity by frequently changing your IP address. Additionally, the inclusion of a kill switch ensures that your data is never exposed, even if the VPN connection drops.

    Norton Key Features

    In addition to its standout privacy controls, Norton offers several other noteworthy features:

    • Ad Blocker: This feature helps you browse without interruptions by blocking unwanted ads.
    • AI-powered Scam Detection: Leverages AI to identify and alert you to potential scams.
    • Dark Web Monitoring: Keeps you informed if your personal information appears on the dark web.
    • Privacy Monitor Assistant: Aids in managing your online privacy settings across various platforms.

    Norton Integrations

    Native integrations are not currently listed by Norton.

    Pros and Cons

    Pros:

    • Integrated VPN and endpoint security
    • Bank-grade encryption protects business traffic
    • Supports multiple devices and platforms

    Cons:

    • No dedicated IP addresses available
    • Limited advanced VPN configuration options
    Learn more about Norton:
  6. Best for intuitive user interfaces and setup
    • Free trial available
    • $3.75/month (billed annually)
    Visit Website
    Customer Rating:4.4/5
    ClearVPN screenshot
    ClearVPN VPN Software windows dashboard

    In the era of complex software, ClearVPN offers a refreshingly simple approach to VPN services. Prioritizing ease of use and a clean interface, ClearVPN stands as the ideal choice for users who value a straightforward, hassle-free setup and user experience.

    Why I Picked ClearVPN: Selecting a VPN that combines efficiency with ease can be challenging. During my evaluation, ClearVPN's user-centric design and simple interface were unmistakable. Given its dedication to an intuitive experience, it is the best for those who appreciate user-friendly interfaces and setups.

    Standout features & integrations:

    ClearVPN distinguishes itself with DynamicFlow Technology, adapting to user needs in real time. Its personalized shortcuts offer quick access to specific online experiences. Integration-wise, while ClearVPN is a more standalone solution, it does provide browser extensions and supports various devices, ensuring flexibility in its use.

    Pros and Cons

    Pros:

    • Personalized shortcuts for preferred online experiences
    • DynamicFlow Technology adjusts based on user requirements
    • User-centric interface and design

    Cons:

    • Lack of advanced configurations for tech-savvy users
    • Pricing might be on the higher side for casual users
    • Limited server locations compared to some competitors
  7. Best for budget-conscious users
    • From $2.88/user/month 30-day money-back guarantee to (billed annually)
    Namecheap VPN Service screenshot
    Namecheap VPN Service VPN Software

    Affordability in the VPN space without compromising on quality is hard to come by. Namecheap VPN Service provides this balance, offering robust protection that doesn't break the bank, especially tailored to those watching their expenses.

    Why I Picked Namecheap VPN Service:

    While evaluating a myriad of options, Namecheap's VPN Service made the list due to its unbeatable pricing paired with dependable functionality. After a thorough comparison, Namecheap stands apart for delivering quality at an affordable rate. It's no surprise that I found it best for budget-conscious users, given its cost-effectiveness and strong security backbone.

    Standout features & integrations:

    Namecheap offers 1,000+ servers across 75+ locations ensuring global coverage. It also boasts a kill switch feature, ensuring data isn't exposed during unexpected disconnects. As for integrations, Namecheap VPN plays well with various devices, from Windows to iOS, ensuring a smooth experience across platforms.

    Pros and Cons

    Pros:

    • Kill switch for added security
    • Wide server distribution globally
    • Affordable pricing with a premium service

    Cons:

    • Customer support might have room for improvement
    • Limited advanced configurations for tech-savvy users
    • Speeds may vary based on server location
    Learn more about Namecheap VPN Service:
  8. Best for enterprise-level security needs
    • Pricing upon request.
    Check Point Endpoint Remote Access VPN screenshot
    Check Point Endpoint Remote Access VPN's mobile dashboard

    The digital landscape for enterprises is complex, often necessitating an advanced level of security to protect vast amounts of sensitive data. Enter Check Point Endpoint Remote Access VPN, a software designed to offer robust security measures, mainly catering to large-scale corporations.

    Why I Picked Check Point Endpoint Remote Access VPN: I recommend Check Point Endpoint Remote Access VPN for businesses after evaluating various VPN options. It has a strong cybersecurity reputation and offers tailor-made features for enterprises. It's ideal for companies that require robust security measures, as it can handle large networks and effectively protect against threats and breaches.

    Standout features & integrations:

    Check Point Endpoint Remote Access VPN brings advanced threat prevention, securing any remote access scenario. It boasts identity-aware access, ensuring only the right people get in. Additionally, it offers compliance checks, a critical feature for businesses needing to adhere to various regulations. In terms of integrations, this VPN software flawlessly collaborates with tools like Windows Defender and Active Directory, ensuring a cohesive security setup.

    Pros and Cons

    Pros:

    • Compliance checks to ensure regulatory adherence
    • Identity-aware access for enhanced security
    • Advanced threat prevention mechanisms

    Cons:

    • Requires technical expertise for advanced configurations
    • The user interface could be more intuitive for newcomers
    • It might be overkill for smaller businesses or individual users
    Learn more about Check Point Endpoint Remote Access VPN:
  9. Best for Azure integration and scalability
    • From $26/month (billed annually)
    Azure VPN Gateway screenshot
    Azure VPN Gateway VPN Software

    Integrating VPN services can sometimes pose challenges for businesses deeply ingrained in the Microsoft Azure ecosystem. Azure VPN Gateway rises to this occasion, offering a VPN solution designed to mesh with Azure, making it a prime choice for businesses seeking Azure-centric scalability.

    Why I Picked Azure VPN Gateway: Azure VPN Gateway stood out in my quest to find VPNs that cater specifically to Azure users. After judging its deep integration capabilities with the Azure ecosystem, I chose this tool—the synergy it offers with Azure infrastructure positions it as the best for Azure integration and scalability.

    Standout features & integrations:

    Azure VPN Gateway provides Point-to-Site (P2S) VPN, Site-to-Site (S2S), and ExpressRoute private peering. With its integration into Azure Monitor, it facilitates extensive logging and monitoring. Moreover, given its Azure foundation, it pairs flawlessly with other Azure services, ensuring cohesive operations.

    Pros and Cons

    Pros:

    • Supported by Azure Monitor for comprehensive insights
    • Offers various connectivity options like P2S and S2S
    • Deep integration with the Azure platform

    Cons:

    • Setup may require Azure-specific expertise
    • Pricing can be on the higher side for larger deployments
    • Might be overkill for small businesses not using Azure
    Learn more about Azure VPN Gateway:
  10. Best for cloud-based VPN solutions
    • Pricing upon request.
    CloudConnexa screenshot
    CloudConnexa VPN Software

    Navigating the realm of VPNs, one quickly realizes the edge that cloud technologies bring to the table. loudConnexa delivers on this front, providing a VPN solution that leverages the power of cloud infrastructure, making it especially apt for those seeking cloud-based advantages.

    Why I Picked loudConnexa: Throughout my search and comparison of VPNs, loudConnexa emerged as a leading choice primarily due to its cloud-centric approach. After careful analysis and judgment, I discerned that loudConnexa differentiates itself with its cloud-driven features. This led me to determine that it's best for cloud-based VPN solutions, capitalizing on the flexibility and scalability of cloud environments.

    Standout features & integrations:

    loudConnexa offers rapid deployment capabilities, given its cloud-native design, enabling faster setup and scaling. With robust encryption methodologies, it ensures data security even in cloud environments. Integration-wise, it supports major cloud platforms, ensuring businesses can incorporate their VPN with their existing cloud infrastructure.

    Pros and Cons

    Pros:

    • Integration with major cloud platforms
    • Advanced encryption for secure cloud data transfers
    • The cloud-native architecture allows for quick scaling

    Cons:

    • Possible latency issues depending on cloud server locations
    • The interface could be streamlined for easier navigation
    • May require a learning curve for those new to cloud systems
    Learn more about CloudConnexa:

Other Noteworthy VPN Software

  1. 11
    OpenVPN Access ServerBest for open-source VPN deployments
  2. 12
    pfSenseBest for community-driven firewall protection
  3. 13
    Absolute Secure AccessBest for data sheet resource integration
  4. 14
    NordLayerBest for secure multi-site connections
  5. 15
    TailscaleGood for utilizing WireGuard protocol
  6. 16
    WindscribeGood for built-in ad blocking
  7. 17
    KeepSolid VPN UnlimitedGood for varied device support
  8. 18
    Nord VPNBest for diverse server location options
  9. 19
    Check Point IPsec VPNGood for enterprise-grade site-to-site security
  10. 20
    Speedify TeamsGood for channel bonding technology
  11. 21
    SoftEther VPNGood for multi-protocol support

How I Evaluate VPN Software

I split my evaluation into baseline criteria every tool must meet—like WireGuard/OpenVPN support and centralized user management—and differentiators that separate the right fit from the rest.

Core Functionality (Table Stakes For This List)

When I'm selecting tools for my list, I rank each one on a scale from 0 (does not offer the functionality) to 5 (excels in this area) for each core functionality listed below. Then, I calculate the tool's total score into a percentage. Each tool needs to achieve a minimum total score of 65% to be considered for inclusion.

  • Encrypted Tunneling Protocols: I check which protocols each tool supports—WireGuard, OpenVPN, IPsec/IKEv2—and whether admins can configure protocol selection per connection profile.
  • Multi-Device & OS Coverage: Every IT team runs a mix of endpoints, so I look for native clients across Windows, macOS, Linux, iOS, and Android, plus CLI tools for headless servers.
  • Centralized Access Management: I evaluate whether the admin console lets you create user groups, assign role-based permissions, and bulk-provision accounts instead of managing access one user at a time.
  • Authentication & Identity Integration: Connecting to an existing IdP like Okta, Azure AD, or Google Workspace matters here, along with MFA enforcement and SAML/SSO support for single sign-on workflows.
  • Server Network or Gateway Deployment: I look at whether the tool offers a broad server network or lets you spin up private gateways in AWS, Azure, or GCP to match your infrastructure footprint.
  • Network Security Controls: Features like kill switch, DNS leak protection, and split tunneling come into play—especially split tunneling for routing dev traffic through the VPN while keeping video calls off it.

Once I have a list of tools that meet this criteria, I consider what sets each platform apart.

Differentiating Factors (What Sets Vendors Apart)

Here's how I compare and contrast different vendors:

Standout Features

Zero trust network access is a major differentiator. I look for tools that enforce per-resource access policies based on identity and device posture rather than granting broad network access once connected. Activity logging with SIEM integration matters when your security team needs connection data flowing into Splunk or Datadog for incident correlation. I also evaluate site-to-site and mesh networking support, which lets you link offices, data centers, and cloud VPCs without backhauling traffic through a central gateway.

Beyond Features

Compliance matters here—I check whether vendors hold SOC 2 Type II or ISO 27001 certifications and whether they've undergone independent security audits. Deployment flexibility is another key consideration. Some teams need a fully cloud-hosted service, while others require self-hosted gateways or Terraform-based provisioning to fit into existing infrastructure-as-code workflows. I also evaluate how well each tool integrates with the broader tech stack, especially MDM platforms like Jamf or Intune for device-level policy enforcement.

How to Choose IoT Platform

It’s easy to get bogged down in long feature lists and complex pricing structures. To help you stay focused as you work through your unique software selection process, here’s a checklist of factors to keep in mind:

FactorScalabilityWhat to ConsiderCan the platform handle your growth? Consider future needs and whether the platform can scale up without excessive costs or complexity.
FactorIntegrationsWhat to ConsiderDoes it work with your current systems? Look for native integrations with existing software, security tools, and IoT analytics platforms to avoid costly custom development.
FactorCustomizabilityWhat to ConsiderCan you tailor the platform to your workflows? Check if the platform allows customization to fit your specific process needs.
FactorEase of useWhat to ConsiderIs the platform user-friendly for your team? Test the interface for intuitiveness and simplicity to ensure quick adoption.
FactorImplementation and onboardingWhat to ConsiderHow long will it take to get started? Evaluate the resources and support provided for setup and training, like tutorials or dedicated onboarding teams.
FactorCostWhat to ConsiderDoes the price fit your budget? Compare pricing tiers and ensure there are no hidden fees, and weigh the cost against the value provided.
FactorSecurity safeguardsWhat to ConsiderAre your data and devices secure? Check for encryption, compliance with data protection standards, and regular security updates for firewall software.
FactorSupport availabilityWhat to ConsiderIs help available when you need it? Look for 24/7 support options and assess the quality of customer service through reviews or direct inquiries.

What Are IoT Platforms?

IoT platforms are tools that connect, manage, and analyze data from internet-connected devices. These platforms are typically used by IT professionals, developers, and business analysts to improve operational efficiency and make data-driven decisions.

Device connectivity, data analytics, and remote monitoring features help with integrating systems, optimizing processes, and enhancing user experiences. For organizations with distributed networks, working alongside WAN optimization vendors can significantly improve IoT data transmission and reduce latency across remote locations. Overall, these tools provide a foundation for businesses to harness IoT technology effectively.

Features

When selecting IoT platforms, keep an eye out for the following key features:

  • Device connectivity: Enables seamless communication between devices, ensuring data is collected and transmitted efficiently.
  • Data analytics: Provides insights by processing and analyzing data from connected devices to drive informed decision-making.
  • Remote monitoring: Allows users to oversee devices and systems from anywhere, enhancing management and troubleshooting capabilities.
  • Edge computing: Processes data closer to the source, reducing latency and improving response times for real-time applications.
  • Customizable dashboards: Offers users the ability to tailor interfaces to display critical data and metrics specific to their needs.
  • Security management: Protects data and devices through encryption and compliance with industry standards, ensuring safety and trust.
  • Over-the-air updates: Facilitates remote software updates, keeping devices current without manual intervention.
  • Scalability: Supports growth by accommodating an increasing number of devices and data volume without degrading performance.

Benefits

Implementing IoT platforms provides several benefits for your team and your business. Here are a few you can look forward to:

  • Improved efficiency: Automates data collection and analysis, allowing your team to focus on strategic tasks rather than manual processes.
  • Enhanced decision-making: Provides real-time insights through data analytics, helping your team make informed business decisions quickly.
  • Cost savings: Reduces operational costs by optimizing resource use and minimizing downtime through predictive maintenance.
  • Increased scalability: Allows your business to grow by accommodating more devices and data without additional infrastructure.
  • Better security: Protects sensitive data and devices with robust security management features, ensuring compliance and reducing risks.
  • Remote accessibility: Enables monitoring and management of devices from any location, improving flexibility and response times.

Costs & Pricing

Selecting IoT platforms requires an understanding of the various pricing models and plans available. Costs vary based on features, team size, add-ons, and more. The table below summarizes common plans, their average prices, and typical features included in IoT platforms solutions:

Plan Comparison Table for IoT Platforms

Plan TypeFree PlanAverage Price$0Common FeaturesBasic connectivity, limited data storage, and community support.
Plan TypePersonal PlanAverage Price$5-$25/user/monthCommon FeaturesEnhanced connectivity, basic analytics, and email support.
Plan TypeBusiness PlanAverage Price$30-$75/user/monthCommon FeaturesFull analytics, advanced security features, and priority support.
Plan TypeEnterprise PlanAverage Price$100+/user/monthCommon FeaturesCustom integrations, dedicated account management, and comprehensive analytics.

IoT Platforms FAQs

Here are some answers to common questions about IoT platforms:

How do IoT platforms handle data security?

IoT platforms implement various security measures to protect data, such as encryption and secure communication protocols. You should ensure the platform complies with industry standards and regularly updates its security features to guard against vulnerabilities.

What are the integration capabilities of IoT platforms?

Most IoT platforms offer integrations with popular cloud services and other IoT devices. You should verify the platform’s compatibility with your existing systems and check for native integrations to streamline data flow and operations.

How can IoT platforms support scalability?

Scalability in IoT platforms means they can handle an increasing number of devices and data efficiently. Look for platforms that offer cloud-based solutions and flexible architecture to accommodate growth without significant performance loss.

What types of analytics do IoT platforms provide?

IoT platforms often include data analytics features that offer insights into device performance and user behavior. You should evaluate the platform’s analytics capabilities to see if they align with your data analysis needs and support decision-making.

How do IoT platforms facilitate device management?

Device management features in IoT platforms allow for remote monitoring and control of connected devices. Check if the platform offers a user-friendly interface and tools for real-time device updates and troubleshooting.

What is the typical onboarding process for IoT platforms?

The onboarding process for IoT platforms varies, but it usually involves setup guides, tutorials, and support resources. Ensure the platform provides adequate onboarding assistance to help your team get up and running quickly and efficiently.

Tim Fisher
Tim Fisher

With 25 years in IT and digital media, I've held hands-on roles across IT infrastructure, software development, digital publishing, and AI governance. I'm currently VP of AI at Black & White Zebra, where I cut through the noise to implement AI responsibly. Previously, I built AI Operations at People Inc. (formerly Dotdash Meredith) and ran 10 digital brands as SVP. My writing has been cited by The New York Times, Forbes, and Scientific American.

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