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Infrastructure & AI Cost Review

For organisations with material cloud, AI or GPU spend and a renewal or commit decision ahead.

strategy

Cloud commitments

Where the money is. Analysis of your hyperscaler bills across Microsoft Azure, AWS, Google Cloud, Oracle and GCC sovereign providers, then commit, reservation and discount strategy set ahead of your next renewal. Before you sign, read the guide to cloud commit agreements.

revenue-engine

AI and GPU spend

Costs before they reach the budget. GPU and inference costs planned up front, token budgets and approval limits reviewed, and each use tested against its business case, so AI spend grows with the value it delivers.

partners

Cost governance

Spend that stays down. Clear cost ownership: who owns each cost, how each team sees and pays for what it uses, budget alerts and a monthly review your finance team runs.

Common questions

What is an Infrastructure & AI Cost Review? A fixed-scope review of your cloud and AI spend that ends in a savings plan with named owners and dates.

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When is the best time to review cloud costs? Before a commit renewal or new investment, or once spend is rising faster than the value it delivers, as AI costs often do.

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Do you need access to our cloud accounts? Not at first. The review starts from cost exports and invoices, and read-only billing access helps in the later stages.

How it works

A four to six week review, ending in a savings plan with named owners and dates. Fixed fee, or a base fee plus a percentage of verified savings from commercial terms, measured against unit rates agreed in writing on day one.

Niven Partners

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Commercial leadership and technology economics

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Dubai, United Arab Emirates

Serving the GCC, wider Middle East and Europe

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