Look beyond the tool name.
The account, the device and the way a tool is used all matter. My aim is to bring that context together so an observation becomes something people can act on.
My vision for Nyxus is practical: give organisations the context to decide how AI belongs in their work, while keeping control of their own data.
“Knowing a tool is installed is a starting point. I want the platform to help people understand the use behind it, and decide what happens next.”
AKAman KarirCreator, Shadow AI Guard & NyxusThe account, the device and the way a tool is used all matter. My aim is to bring that context together so an observation becomes something people can act on.
Governance needs an owner, a reason and a way to review a decision. The platform should support that judgement and make it easier to follow through.
Self-hosting is central to the approach. Organisations should be able to investigate their AI use within infrastructure they control.
My direction for Nyxus is a practical enterprise workspace: a place to understand findings, record decisions and return to them as circumstances change.
What AI is actually running at work? I started with a weekly script to answer that question. It grew into Shadow AI Guard, and then into the foundation for Nyxus. The scope has grown; the reason for building it remains the same.
Explore the platformMy vision for Nyxus is practical: give organisations the context to decide how AI belongs in their work, while keeping control of their own data.
“Knowing a tool is installed is a starting point. I want the platform to help people understand the use behind it, and decide what happens next.”
AKAman KarirCreator, Shadow AI Guard & NyxusThe account, the device and the way a tool is used all matter. My aim is to bring that context together so an observation becomes something people can act on.
Governance needs an owner, a reason and a way to review a decision. The platform should support that judgement and make it easier to follow through.
Self-hosting is central to the approach. Organisations should be able to investigate their AI use within infrastructure they control.
My direction for Nyxus is a practical enterprise workspace: a place to understand findings, record decisions and return to them as circumstances change.
What AI is actually running at work? I started with a weekly script to answer that question. It grew into Shadow AI Guard, and then into the foundation for Nyxus. The scope has grown; the reason for building it remains the same.
Explore the platformMy vision for Nyxus is practical: give organisations the context to decide how AI belongs in their work, while keeping control of their own data.
“Knowing a tool is installed is a starting point. I want the platform to help people understand the use behind it, and decide what happens next.”
AKAman KarirCreator, Shadow AI Guard & NyxusThe account, the device and the way a tool is used all matter. My aim is to bring that context together so an observation becomes something people can act on.
Governance needs an owner, a reason and a way to review a decision. The platform should support that judgement and make it easier to follow through.
Self-hosting is central to the approach. Organisations should be able to investigate their AI use within infrastructure they control.
My direction for Nyxus is a practical enterprise workspace: a place to understand findings, record decisions and return to them as circumstances change.
What AI is actually running at work? I started with a weekly script to answer that question. It grew into Shadow AI Guard, and then into the foundation for Nyxus. The scope has grown; the reason for building it remains the same.
Explore the platform