We help organizations evaluate Arabic–English AI systems, identify risks, and move toward responsible deployment with clearer evidence and stronger control.
A structured assessment for organizations exploring Arabic–English AI systems and deciding whether they are ready for bounded pilot use.
A deeper audit for organizations already testing or deploying multilingual AI and needing visibility into cross-lingual failure modes.
An assessment of whether a model behaves appropriately across Arabic-language and regional cultural contexts — covering GCC-specific norms, dialectal variation, and local framing.
A fixed-scope pilot for one real workflow, designed with evaluation, reporting, and guardrails built in from the start — so deployment is bounded, monitored, and defensible.
An advanced technical engagement for deeper diagnosis of internal model behavior where model access and project scope allow. Best for research-intensive clients, advanced partners, and higher-value technical investigations — producing a deeper diagnostic view of failure patterns and targeted mitigation options.
Some clients need an initial readiness assessment. Others need a deeper audit or a bounded pilot. We can help you choose the right entry point based on your use case, risk profile, and data constraints.