How we work
Beyond Growing Pains
Most teams come to us when AI is already in the product, but it isn’t fully understood or predictable.
Not broken, but unclear how and why it behaves the way it does, and hard to change without risk.
We help make the system clear, stable, and easier to work with.

Got questions?
I’m Derck, if you want to discuss a project or just explore options, send me a message.
How we work
Beyond Growing Pains
Most teams come to us when AI is already in the product, but it isn’t fully understood or predictable.
Not broken, but unclear how and why it behaves the way it does, and hard to change without risk.
We help make the system clear, stable, and easier to work with.

Got questions?
I’m Derck, if you want to discuss a project or just explore options, send me a message.
How we work
Beyond Growing Pains
Most teams come to us when AI is already in the product, but it isn’t fully understood or predictable.
Not broken, but unclear how and why it behaves the way it does, and hard to change without risk.
We help make the system clear, stable, and easier to work with.

Got questions?
I’m Derck, if you want to discuss a project or just explore options, send me a message.
What we offer

AI Strategy
Whether you are exploring AI, already experimenting, or feeling pressure to move faster, we help you understand what makes sense, what is realistic, and how to move forward responsibly.

AI Strategy
Whether you are exploring AI, already experimenting, or feeling pressure to move faster, we help you understand what makes sense, what is realistic, and how to move forward responsibly.

AI Strategy
Whether you are exploring AI, already experimenting, or feeling pressure to move faster, we help you understand what makes sense, what is realistic, and how to move forward responsibly.

AI Safety & Security
Not every challenge needs a full consultancy. Sometimes you just need one sharp, experienced person to help you move forward.

AI Safety & Security
Not every challenge needs a full consultancy. Sometimes you just need one sharp, experienced person to help you move forward.

AI Safety & Security
Not every challenge needs a full consultancy. Sometimes you just need one sharp, experienced person to help you move forward.

ML Engineering
We help you identify repetitive tasks, clunky workflows, and manual bottlenecks, then design solutions using automation and AI that actually fit your business.

ML Engineering
We help you identify repetitive tasks, clunky workflows, and manual bottlenecks, then design solutions using automation and AI that actually fit your business.

ML Engineering
We help you identify repetitive tasks, clunky workflows, and manual bottlenecks, then design solutions using automation and AI that actually fit your business.
Who we are
get to know us
We work closely with you to understand what’s happening and why.
Then we build something that holds.

Who we are
get to know us
We work closely with you to understand what’s happening and why.
Then we build something that holds.

Who we are
get to know us
We work closely with you to understand what’s happening and why.
Then we build something that holds.

