There are also third-party BI platform extensions. Among other capabilities, Zoho Analytics has added Stream Analytics and 25 other data connectors. In addition, users can create and manage complex ETL data pipeline and a Unified Metrics Layer enables users to define, standardize, monitor, access control, and catalog all business metrics in a single pane. GenAI capabilities that have been added include diagnostic analysis: with Zoho’s automated insights engine, Zia Insights, now provides diagnostic analytics contextually. Ask Zia, the natural language querying AI copilot also now understands Spanish and French and users can now converse with Ask Zia within IM channels, including Microsoft Teams/ Another enhancement is Auto Analytics which provides AI-powered automated metrics, reports, and dashboard generation. DSML Studio enables users to simply and quickly build custom machine learning models, while AutoML, a no-code assistant, means they can build custom ML models easily, according to the company. Users can create custom ML models in Code Studio, a new Python environment where they can also Python models or externally built libraries, which can be executed within the platform.