Global Crowd & Coverage
Our distributed networks span 80+ countries and support 372+ languages and regional dialects, delivering authentic local data at enterprise volume.
Region-Specific Dialect Sourcing
Sourcing generic translated datasets is the main cause of LLM failure in local markets. Models trained on literal machine translation lack natural colloquial rhythm, cultural idioms, and regional syntax checks.
GRAP Solutions directly recruits native speaker panels across localized micro-regions. This guarantees that your model is trained on authentic dialects (such as South Asian regional languages, Arabic dialect variants, and European local vernaculars) rather than sterile translation API outputs.
Dialect Networks
Comprehensive coverage of South Asian dialects, Southeast Asian locales, and major East Asian languages.
Levantine, North African, and Gulf Arabic variants, alongside Swahili, Yoruba, Zulu, and regional sub-Saharan dialects.
Localized dialects of Latin America, regional US English, and Western/Eastern European local language groupings.