Evaluating Chinese AI Vendors for Localisation and Global Markets
Test Chinese AI vendors for overseas use through local-language tasks, integrations, support coverage, data handling and customer expectations.
Localisation changes the operating product, not only its interface language. Test the vocabulary, documents, business rules and escalation paths used by the destination market. A fluent demonstration may still hide failures in local names, exception handling or support arrangements. Give the vendor representative tasks before discussing rollout.
What to evaluate
Product localisation
Assess language, user experience, workflows and domain adaptation.
Technical portability
Inspect hosting, data residency, connectivity, identity and integration.
Governance fit
Map legal responsibility, security, auditability and model-change control.
Commercial readiness
Evaluate contracting, support, channels, documentation and local capability transfer.
Worked evaluation exercise
The following is an illustrative assessment exercise, not a reported customer result.
For a multilingual service assistant, prepare requests containing local abbreviations, code-switching and ambiguous product names. Have local staff assess the responses against the same service policy. Record whether the system retrieves the correct document and knows when to escalate. Check who maintains translations after a policy change and whether support is available during local operating hours. Keep these results separate from the vendor's general model benchmark.
Questions for the operating team
- Which elements require more than translation?
- Who owns incidents across jurisdictions and time zones?
- What capability must the local partner build?
Warning signs
- A translated interface presented as localisation.
- Unclear data and subcontractor flows.
- Support commitments without local operating capacity.
Planning the visit
Use these questions to scope an industry-focused China AI program. Agree which records and operating workflows can be examined before confirming meetings; host participation and access require confirmation. Our research method explains how we structure the brief and follow-up.
References and scope
These references provide policy or risk-management context. They do not independently verify a host's performance or the illustrative exercise above.