Independent advisory · AI/ML infrastructure
Independent judgment for AI/ML infrastructure decisions.
Direct counsel for operators and investors on AI compute, the facilities that carry it, and the decisions around both.
Principal-led
You work with the principal directly.
Independent
No attached team, and none is sold behind the principal.
For operators and investors
Built for the people making the capacity and capital calls.
Scoped to the brief
The work ends when the decision is clear.
When to bring Karaya in
The moments this practice is built for.
- A capacity shortfall is forcing a build, buy, or lease decision.
- A site or region choice has to hold for years.
- A transaction needs technical and commercial diligence.
- A GPU deployment has to stand up and scale without stranding capital.
- Power and cooling constraints are shaping what is actually possible.
- A team is scaling faster than its infrastructure decisions can keep up.
Advisory
Three decision contexts.
Compute capacity strategy
Build, buy, lease, site, and provider choices for AI compute capacity, framed against the constraints that actually bind.
See where Karaya helps →Infrastructure diligence
Technical and commercial diligence for operators, investors, and infrastructure transactions, with a clear risk register.
See where Karaya helps →GPU capacity operations
Operating guidance for teams standing up or scaling GPU capacity against facility, power, and cooling limits.
See where Karaya helps →How the work runs
From a short brief to a documented decision.
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Brief
You send two or three sentences on the decision in front of you.
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Decision frame
You and the principal agree what is being decided, and what marks the end of the brief.
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Constraints and options
The binding constraints are mapped and the real options compared.
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Recommendation
You get a documented recommendation with the reasoning exposed.
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Handoff
The work ends with the brief. No retainer is assumed.
Selected work
Evidence, without breaching confidence.
Engagement shapes, decision frameworks, and sample deliverables that show how the work is done. Anonymized where confidentiality requires it, and clear about what is withheld.
See selected workIndustry News and Insights
The signals, with context for the decision.
A monitored feed of the developments reshaping compute, facilities, power, and capital, kept separate from original written analysis.
Start with the brief
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.