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Key limitations include: (1) As a consumer of external frontier model APIs, Xoxoday has limited visibility into the internal workings, training data, or architectural decisions of the underlying models.
Key limitations include: (1) As a consumer of external frontier model APIs, Xoxoday has limited visibility into the internal workings, training data, or architectural decisions of the underlying models. (2) AI-generated content (recognition messages, survey summaries) may occasionally produce outputs that require human review and editing. (3) Sentiment analysis accuracy may vary across languages and cultural contexts. (4) Skill mapping from recognition messages depends on the quality and specificity of the recognition text provided by users. (5) Predictive analytics (attrition risk, disengagement signals) are based on platform engagement data and recognition patterns, which represent a subset of factors influencing employee behavior. (6) The platform’s AI features require internet connectivity to the external AI provider APIs and are subject to those providers’ availability SLAs. Learn more: Empuls Help Centre

What are the number of features going into the model?

Not applicable in the traditional ML sense, as Xoxoday does not train its own models…

What is the licensing model?

The platform is licensed on a per-employee-per-month (PEPM) subscription model…