Hyper Specific User Intent and Relevance for the Globe.

Language Models must be trained to understand nuanced user intents. This starts with training data. Whether customizing a client facing chatbot, search engine output, or annotating and validating millions of businesses on map applications, Welo Data can ensure that your AI algorithms have the volume of data needed to cover your full global user base. 

· Search, Product & Ad Relevance
· Geo & Map Relevance
· Intent Development
· Cultural Adaptation

Customized your data solution to deliver 100’s of locales.

Welo Data delivers enables your models to operate in hundreds of locales across the world. Welo Data’s quality engine enables customizations on quality models, delivery methodologies, and workforce selection to provide best-in-class quality and efficiency.

Search, Product & Ad Relevance

Whether powering relevance for search engines, product searches, or ads personalization models, Relevance algorithms depend large, human-generated datasets for accuracy. Welo Data leverages a highly segmented workforce, ranging from domain experts to generalists. Our deep client partnerships and industry experience ensure that your suite of models are adapted and appropriate to the languages and cultures of your users.

· Intent
· Sentiment analysis and validation
· Preference ranking 

Intent Development

Human centered interactions require a wide variety of user intents to train models. Welo Data teams specialize in creating conversational utterance taxonomies to train your model for your use cases and your specific business goals. Our Linguists and delivery teams are experts at ensuring contextual relevance across your entire data set use case.

· Taxonomy creation
· Prompt mapping and generation
· Multilingual transcreation utterance Utterance Creation

Cultural Adaptation

Models must effectively engage with the diverse cultural contexts that your users, internal or external, bring to the table. Welo Data can adapt your data inputs or create them for you to account for cultural factors in assembling your workforce and producing linguistically and culturally accurate training Data:

· Prompt generation and transcreation
· Guideline Adaptation
· Taxonomy development

Cultural Adaptation

Geo and Map models require relevant and accurate information, from pertinent and useful business details to street mappings and traffic signage. Transform your mapping and location-based services with our precise geographical data, ensuring top-notch accuracy for all your models

· Maps
· Points of Interest
· Signage/Traffic information Validation and annotation