Audience
Businesses and individuals looking for a tool to ask data questions and get answers to customers’ data questions
About Defog
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.
Other Popular Alternatives & Related Software
Anania
Anania is an AI-powered self-service analytics platform that allows you to ask analytical questions in plain English and get answers instantly. Powered by revolutionary AI, Anania acts like your virtual data assistant. Once connected with your data source, Anania understands your questions as people do. Ask your questions in plain English without any structured phrasing and Anania will understand, analyze your data & provide answers in terms of numbers, text, tables, and charts. No setup procedure is required. Once integrated, Anania automatically learns from your data and is ready to answer various questions, from simple average calculation questions to finding correlations and complex analyses. No code approach allows everyone to use it without having any analytical background. You can upload your file, connect your database or integrate Anania with your favorite BI tool-Anania supports all these data sources.
Learn more
DaLMation
Empower your data team to focus on what matters most. Answer ad-hoc questions from business stakeholders instantly. Business stakeholders get their questions answered immediately. Non-technical users ask questions directly in Slack/Teams and Data Analyst Language Model (DaLM) responds with the result. Cut out time spent on ad-hoc questions and focus on analysis that drives revenue growth. Empower analysts to focus on what matters most. Simply open a file of past queries to get started. DaLM learns the business logic behind the queries and improves as analysts use the IDE more. Get started in 5 minutes, with any database, any size, and any complexity. We do not track anything and no actual data from your database leaves your environment. Schema and query code are sent to the LLM, but no actual data. Any PII in query code is masked as well.
Learn more
WisdomAI
WisdomAI is an AI-powered analytics platform designed to provide instant, actionable insights from both structured and unstructured data. With its powerful AI assistant, users can ask questions in plain English and receive answers in seconds, enabling faster decision-making across various industries. The platform integrates seamlessly with BI tools, data warehouses, and other platforms to provide a unified view of data, offering proactive insights and recommendations tailored to users’ goals. WisdomAI's enterprise-grade security and flexible integrations ensure that teams can collaborate effortlessly and make data-driven decisions efficiently.
Learn more
GetDot.ai
Dot is an AI data analyst that connects directly to your data warehouse and lets users ask questions in plain language to get instant, trustworthy insights. It integrates with Slack, Teams, or a native web app to deliver ad‑hoc data retrieval, visualizations, root‑cause analysis, and weekly business reports with actionable recommendations. By learning from your existing BI tools, dbt metrics, LookML, SQL queries, and documentation, GetDot.ai ensures consistent, governed answers reinforced by role‑based permissions and row‑level security. Setup is code‑free, with one‑click integrations for Snowflake, BigQuery, Redshift, PostgreSQL, and other SQL‑based sources. Continuous monitoring uncovers unknown unknowns, while a dedicated training and governance workspace lets you refine its behavior and maintain accuracy. Designed for speed and simplicity, Dot replaces dashboard overload by delivering precise answers in seconds rather than days.
Learn more
Pricing
Starting Price:
$599 per month
Free Version:
Free Version available.
Free Trial:
Free Trial available.
Company Information
Defog
United States
defog.ai/
Videos and Screen Captures
Other Useful Business Software
Gen AI apps are built with MongoDB Atlas
MongoDB Atlas is the developer-friendly database used to build, scale, and run gen AI and LLM-powered apps—without needing a separate vector database. Atlas offers built-in vector search, global availability across 115+ regions, and flexible document modeling. Start building AI apps faster, all in one place.
Product Details
Platforms Supported
Cloud
Training
Documentation
Live Online
Videos
Support
Online
