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What are the most common challenges consumer brands encounter when scaling their VA capabilities?


Usually, scaling virtual assistants exposes challenges related to:

a) Fragmented customer data
b) Inconsistent knowledge bases
c) System integration gaps
d) Multilingual support requirements, and
e) Governance across multiple business units

In addition, product catalogs, pricing, promotions, and policies change frequently.