Detailed Introduction
SuperSonic is an enterprise AI+BI platform designed to unify Chat BI (LLM-powered conversational analytics) and Headless BI (semantic-layer-driven analytics) into a production-ready system. The platform uses large language models (LLMs) to handle natural language queries while leveraging a semantic data layer to deliver accurate, explainable business intelligence, enabling analysts and business users to obtain insights via conversational interfaces.
Main Features
- Conversational analytics: supports natural-language Q&A and iterative data exploration.
- Semantic layer: standardizes metrics and data sources to ensure consistent queries.
- Pipeline automation: end-to-end data ingestion, modeling, and visualization pipelines.
- Enterprise readiness: multi-tenancy and access control for production deployments.
Use Cases
- Self-service analytics platforms where non-technical users obtain business insights via natural language.
- Embedding LLM capabilities into dashboards for intelligent Q&A and automated reporting.
- Building reusable semantic layers to enforce consistent data definitions and governance across teams.
Technical Features
- Implemented in Java with a service-oriented architecture, suitable for enterprise data platforms and containerized deployment.
- Combines LLM inference with semantic-layer querying and supports pluggable data sources and model backends.
- Open-source repository available (see frontmatter); community contributions for plugins and adapters are welcome.