conversational-analytics

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

Documentation and design artifacts for Channel AI, a multi-agent conversational analytics system.

Open-source AI-native BI platform — upload Excel, ask questions in natural language, get charts & dashboards.

Chat with your data. Anywhere.

Conversational OTT/streaming analytics: KPI dashboards over 5.4M viewing events in ClickHouse Cloud, queried in natural language via LibreChat + Model Context Protocol (MCP), visualized in Apache Superset, with in-database SQL forecasting. Docker Compose, one-command setup.

Botanalytics is a conversational analytics platform for AI chatbots and voice assistants. It helps bot builders and product teams measure engagement, understand user intents and natural-language understanding (NLU) quality, segment conversations, identify bottlenecks and drop-off points, and surface audience insights across 20+ languages and…

Streamlit app that answers natural-language questions about tabular data using a multi-agent Gemini pipeline: plan → generate Python → sandbox → charts & summaries

Vianai Systems is an enterprise AI company whose hila platform delivers GenAI-based conversational analytics ("talk to your data") alongside a machine-learning model monitoring, deployment, and observability platform.

Clarabridge was a customer experience management (CEM) and conversational analytics company known for its natural-language-understanding platform that analyzed unstructured customer feedback — contact-center transcripts, chat, email, surveys, social media, and online reviews — to surface sentiment, emotion, effort, intent, and emerging topics.

Dashbot is a conversational-data analytics platform (now operating as Dimension Labs) that ingests chatbot, voice-assistant, live-chat, call, survey and other unstructured customer conversations and enriches them into structured "dimensions" for causal intelligence and reporting.