![Dan G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dan G.") DG Dan G. DevSecOps Engineer Mid-Market (51-1000 emp.) 7/10/2026 "A Game-Changer for Secure AI Tooling" 5/5 What do you like best about Willow AI Governance Control Plane? What I like best about Willow is that it makes using AI with company tools feel much safer, clearer, and more organized, without making the experience complicated. I like that everything goes through one governed gateway, so access, permissions, guardrails, security policies, and logs are handled in one place instead of being spread across different tools and setups. We can control exactly which tools and MCPs to add or remove, map IdP groups to the right MCPs and toolkits, and choose the authentication method for each MCP. That makes it much easier to manage who can access what and reduces the risk of giving AI agents too much access. I also really like the automatic risk assessment for tools. It saves time and helps classify tools based on their risk. The separation between read tools and write tools is also very helpful from a security perspective, because it makes it easier to decide which actions are safe to allow and which need stricter control. The fact that Willow has many prebuilt MCPs maintained by Willow, plus official and community MCPs, while still letting us bring our own MCPs, makes it feel very customizable. Another thing I like is the flexibility. We can install MCPs locally while still keeping the tools controlled and tracked through Willow, create plugins, assign skills to toolkits, and build toolkits that group multiple things together logically. In our org, for example, we create a toolkit (bundle of MCPs) for each team based on their needs, and then deploy it easily using an MCPB file through our MDM. This makes the onboarding process smooth and seamless for users. They open their MCP client, and the MCPs they need are already there, with the right access and security controls already applied. Willow is also easy to debug and manage. The admin area and dashboard feel fast, modern, and easy to work with. The connection guides and integration configuration docs are clear and step-by-step, so setting up new integrations does not feel painful. It also gives better visibility into what is connected and how it is being used, which is important for both troubleshooting and security. The Shadow MCP feature is also very helpful. It helps us discover unmanaged MCPs and tools running on endpoints, so we can see what is being used outside of the official setup. This gives us better visibility, helps us identify risky tools, and makes it easier to remove them or bring them under proper governance. It also feels like Willow has a solution for many real-life cases. For example, if we want to use an n8n MCP that is hosted in a different private network and Willow cannot reach it directly, we can configure it as a local MCP. The MCP can run on a machine that has access, while the tools are still controlled, governed, secured, and tracked in Willow. Overall, Willow gives me more confidence when using AI in real work environments, especially when the tools connect to sensitive business systems. It has a lot of advanced options and strong security controls, but the UI/UX still feels friendly and easy to use. Review collected by and hosted on G2.com. What do you dislike about Willow AI Governance Control Plane? here is not much I dislike about Willow, but because it is very powerful and flexible, the initial setup can require some planning. You need to think carefully about how to organize MCPs, tools, skills, toolkits, IdP groups, and authentication methods. This is not really a product weakness, but more a tradeoff of having so much control. Also, the MCP ecosystem itself is still new, so some concepts like local MCPs, MCP clients, authentication flows, and tool permissions can take time to fully understand. Overall, I would say the main downside is the learning curve at the beginning. Once the structure is clear, Willow becomes much easier and very helpful to work with Review collected by and hosted on G2.com. What problems is Willow AI Governance Control Plane solving and how is that benefiting you? Before using Willow, the main challenge was how to let teams use AI with real company tools without losing control over access, security, and visibility. Connecting MCPs and tools directly can become hard to manage, especially when different teams need different permissions and some tools can access sensitive systems. With Willow, we now have one governed place to manage MCPs, tools, authentication, IdP group mapping, guardrails, and logs. This helps us expose only the tools each team actually needs, instead of giving broad access to everything. It also makes the setup more secure and easier to audit. It has also improved onboarding a lot. In our org, we create toolkits for each team based on their needs and deploy them using MCPB files through our MDM. This means users do not need to manually configure everything. They open their MCP client, and the right MCPs are already there. That saves admin time and makes the experience much smoother for users. Another big benefit is flexibility. We can use Willow’s built-in MCPs, official and community MCPs, or bring our own custom MCPs. We can also support cases where the MCP needs to run locally, while still keeping the tools governed and tracked through Willow. This helps us support more use cases without giving up control. Overall, Willow helps us move from AI experimentation to real business usage. It improves security, reduces manual setup, gives better visibility, and makes it easier to scale AI tool access across teams. The UI is fast and modern, the docs make onboarding easier, and the automatic risk assessment helps us make better decisions about which tools to allow. Review collected by and hosted on G2.com. Show More Rating Updated (7/27/2026) Current UserValidated ReviewerIncentivizedSource: Seller invite See what 50 reviewers think of Willow AI Governance Control Plane 4.9 out of 5 · Verified reviews from real users [ Read all reviews ](https://www.g2.com/products/willow-ai/reviews)