Velvet

Harness the power of AI to analyze, summarize, and visualize data without all the complex SQL requirements. Allowing anyone on the team to easily ask any data question and get answers in seconds by connecting to any files, database, or API directly into Slack, Teams, or any workspace. Work 10x as fast with Al while keeping your internal data safe and secure. Self-hosted LLMs that run locally into your infrastructure, customized to your data. Genie ecosystem is built to enforce quality and security alongside spearheading the effort to allow any enterprise to easily train and deploy their own Al. Add your data and query in natural language across multiple tables. ‍Ask follow-up questions and get insights and visualizations in seconds.

Defog is an AI assistant that embeds in your app. Let your users ask data questions in plain English, right from within your app. Upload a CSV and ask questions from it, or ask questions on our predefined datasets. Defog is fine-tuned to support vague questions or domain-specific jargon in over 50 different languages. Add a conversational AI widget to answer customers’ data questions, with a few lines of code. Build your product, not ad-hoc reports. AI superpowers without privacy compromises. Defog is architected to ensure we never access your database or move your data. Defog generates queries that are compatible with all major databases and data warehouses. For large companies that want to reduce report times and support costs, growing companies that want to democratize access to information, and individual users that want to see Defog's capabilities and experiment.