About · The practice
The practice behind the advisory.
Karaya Group is an independent, principal-led advisory practice for AI/ML infrastructure. It gives operators and investors direct counsel on AI compute, the facilities that carry it, and the capital decisions around both.
The principal
Luis Giovanni Abreu-Morrobel.
Karaya Group is the one-person, principal-led practice of Luis Giovanni Abreu-Morrobel. You work with the principal directly, start to finish, and no team is sold behind the work.
Karaya Group concentrates on the decisions behind AI/ML infrastructure. That means AI compute, the facilities that carry it, and the power and cooling limits that shape both. It extends to GPU capacity, technical and commercial diligence, and the infrastructure capital behind these transactions.
The work runs a single decision at a time. Karaya maps the constraint that is forcing the call, compares the options that remain, and documents a recommendation you can act on.
AI compute capacity
The build, buy, lease, and provider choices behind AI compute capacity.
Facilities, power, and cooling
The physical constraints that decide what a site can actually carry.
GPU capacity operations
The operating choices that let GPU capacity stand up and scale.
Infrastructure diligence and capital
The technical and commercial questions behind infrastructure transactions.
Operating principles
How Karaya Group holds the work.
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Independence
The judgment is the principal's, and no attached team is sold behind it.
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Directness
You get the recommendation and the reasoning, not a hedge.
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Evidence
Each claim is tied to something you can check.
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Scope discipline
The work is bounded to the brief and closes when the decision is clear.
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Confidentiality
Your information stays separate from every other engagement.
Independence and personal-capacity
Independence and personal capacity.
Karaya Group operates in a personal capacity. Nothing here speaks for any employer, client, or affiliated organization.
Any employer or client relationship is kept separate from this practice. Karaya runs a conflict check before any detail is shared, so you learn early if the brief cannot be taken.
A first message should carry no confidential information. An NDA is available before deeper material is shared.
When Karaya draws on outside material, it is held to a clear source standard. Your information stays separate from every other engagement.
Selected writing, talks, and affiliations
On the record.
Selected writing and appearances will be listed here.
Original analysis is published as it is written. Follow it through Insights.
Direct contact
Discuss a decision.
Tell Karaya what you are trying to decide. You will get a direct reply. Do not include confidential detail in a first message.
Prefer email? Write to contact@karaya.group. Or go to the contact page.