Cohere
Enterprise models with private deployment; the models inside Oracle Riyadh
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Cohere is the Toronto-based enterprise AI company behind the Command chat and reasoning models, the Embed and Rerank retrieval models, the North workspace for agents, and a private-deployment programme that runs the whole stack inside a customer's own data centre or virtual private cloud.
Cohere's documentation says that in a private deployment the data never leaves the environment and the model can be fully network-isolated, which is the strongest residency statement among the large model vendors. Its models are also the main family available in Oracle's Riyadh region with local processing, mostly on dedicated clusters. On 10 July 2026 Cohere and HUMAIN announced a partnership for sovereign Arabic-language models with infrastructure due to be operational in the last quarter of 2027. Cohere's open Arabic transcription model is released under the Apache 2.0 licence. Private-deployment pricing is quoted on request; the hosted API is billed per token.
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Why we picked it
Cohere is the vendor whose documentation answers the Saudi procurement question most directly, with private deployment that keeps data in the customer's environment and models already running in Oracle's Riyadh region. Readers of our residency guide need the name, not just the Oracle menu it appears in.