Defog

Defog empowers businesses to ask free-form data questions in over 50 languages and generate queries compatible with major databases for accurate, insightful decision-making.

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About Defog

Introduction

Defog is an AI tool that allows you to ask free-form data questions through large language models embedded in your app. With Defog, you can upload a CSV file or use predefined datasets to ask questions and obtain insightful data that will help inform your business decisions. The tool is fine-tuned across more than 50 different languages to support vague questions or domain-specific jargon, making it an incredibly versatile tool for businesses operating across international borders. Adding a conversational AI widget to answer your customer’s data questions is simple, requiring just a few lines of code. Defog generates queries that are compatible with all major databases and data warehouses, making it easy to integrate into your existing tech stack. Businesses can benefit from increased effectiveness, minimized costs, enhanced data security, and privacy.

TLDR

Defog is a powerful AI tool that allows businesses to ask free-form data questions through large language models. It supports more than 50 different languages, making it versatile for businesses operating across international borders. The tool generates queries compatible with all major databases and data warehouses and is user-friendly with easy integration into existing tech stacks. Defog provides accurate and insightful data that businesses can use for their decision-making process. With regular model updates and comprehensive technical support, Defog guarantees reliable service and customer satisfaction. Businesses can also choose from flexible pricing options tailored to meet their needs.

Company Overview

Defog is a powerful AI tool that allows your users to ask free-form data questions through large language models embedded in your app. With Defog, you can upload a CSV file or use predefined datasets to ask questions and obtain insightful data that will help inform your business decisions.

Defog is fine-tuned across more than 50 different languages to support vague questions or domain-specific jargon, making it an incredibly versatile tool for businesses operating across international borders. Adding a conversational AI widget to answer your customer’s data questions is simple, requiring just a few lines of code.

One of Defog’s key selling points is that it is architected to ensure it never accesses your database or moves your data. This provides an added layer of security and demonstrates the company’s commitment to protecting user privacy. Additionally, Defog generates queries that are compatible with all major databases and data warehouses, making it easy to integrate into your existing tech stack.

Defog represents a powerful solution for businesses seeking to leverage AI to inform their data-driven decision-making processes. With versatile language support and compatibility with all major databases and data warehouses, Defog is a go-to solution for businesses operating across international borders. The AI tool's commitment to user privacy and security is also a crucial selling point, providing peace of mind for businesses concerned about sensitive data exposure.

Features

Customized AI Model

Sample Questions and User Feedback

Defog's AI model is customized to your specific domain by fine-tuning the model based on sample questions and user feedback. This guarantees 98+% accuracy when answering questions.

Never Access Your Database or Move Your Data

Defog's architecture ensures that they never access your database or move your data. This means that your data is always safe and secure.

Complex Query Handling

Defog handles complex queries with joins across tables automatically. This makes it easier and faster to get the answers you need without spending hours trying to figure out how to write the query.

Multiple Querying Options

Notion, Slack, and Chatbot Integration

Defog allows you to ask questions via multiple platforms such as Notion, Slack, a chatbot, or a Chrome Extension. This flexibility makes it easier for you to ask questions no matter where you are or what device you are using.

Query Explainability and Stable Queries

Defog generates queries that are compatible with all major databases and data warehouses. Additionally, their AI model provides query explainability and more stable queries, making it easier for you to troubleshoot and find the answers you need.

Auto Visualization

Defog's experimental auto-visualization feature makes it easy to see your data in a visual representation. This feature is useful for quickly identifying patterns or trends in your data.

Advanced Integrations

Self-Serve Notion and Google Sheets Integration

Defog's self-serve Notion integration and metadata input and editing via Google Sheets allows you to easily integrate the tool with your existing workflows, making it easier to manage and analyze your data.

BigQuery, MongoDB, and Redshift Integration

Defog's integration with BigQuery, MongoDB, and Redshift allows you to connect with various data sources and warehouses. This means that you can get answers to questions across different platforms and systems.

Rudimentary Reasoning Engine

Defog's rudimentary reasoning engine provides a simple way to identify relationships and dependencies within your data. This feature is useful for analyzing large datasets with many interdependent variables.

Adaptive Learning and Performance Improvements

Automatic Debugging and Self-Adaptive Learning

Defog automatically debugs itself if it gets a query wrong, making it easier for you to get the right answers. Additionally, Defog's self-adaptive learning feature automatically corrects its mistakes, resulting in more accurate answers over time.

Bug Fixes, Stability Improvements, and Performance Enhancements

Defog provides regular model updates, bug fixes, stability improvements, and performance enhancements. This means that the tool will continue to improve over time, providing even more accurate answers to your questions.

Multi-Lingual Queries and Custom Metrics

Defog's multi-lingual queries in 20+ languages and custom metrics and domain-specific jargon features make it easier for you to ask questions using terms that are specific to your industry. This results in more accurate answers that are tailored to your needs.

Pricing

Defog's pricing structure is tailored to meet the needs of different businesses of varying sizes and needs. For individual users who wish to test and experiment with the tool, Defog offers a free trial version of its product. This is an excellent option to understand the capabilities of the tool without committing to a subscription plan.

Fast-growing companies that need to democratize access to information can benefit from Defog's affordable monthly subscription plans. The pricing for the subscription depends on the number of active users and the storage capacity required. These packages ensure reliable service and provide regular updates and maintenance without any demanding costs. This pricing model is aimed at providing businesses with a future-proof solution that can grow with their needs. It's an ideal solution for companies that are looking to increase productivity within their organization.

For large companies that aim to minimize report times and support costs, Defog has a licensing model that enables them to use the software on their own servers. With this option, they gain full control over the software and can customize it according to their needs. The licensing cost is based on the number of users, servers, and modules purchased. This model also enables businesses to save on operating costs and provides an added level of security and data privacy control.

Defog is backed by top-notch customer support, providing clients with timely assistance throughout their experience. Regardless of the pricing model chosen, Defog guarantees premium customer service that can help businesses to optimize their data handling, processing, and usage.

In conclusion, Defog's pricing structure is flexible, affordable, and provides options that cater to all business sizes and needs. With Defog, businesses can benefit from increased effectiveness, minimized costs, as well as enhanced data security and privacy.

FAQ

Can you guarantee the privacy and security of my data?

Yes, we can. We will not have access to your data. We will run queries directly from your databases or data warehouses, and only need metadata and schema structures of your database. You retain full control of your data, and we ensure that it remains secure and confidential while we work with it. We understand that data privacy and security are of utmost importance and take every possible measure to protect your information. We have implemented robust security protocols in our system to safeguard your data from unauthorized access, theft, and breach of privacy.

Do you offer a free trial?

No, we do not have a free trial at this time. We are currently prioritizing customers that have a pressing need for Defog's solution and are willing to pay for it. However, we understand that you may want to try our tool before making a commitment. Therefore, we offer a demo of our tool, where you can see its features in action and ask any questions you may have. To schedule a demo, please get in touch with us and we'll be happy to assist you.

Can I get access to your API?

Yes, you can. We offer API access to customers who require it. Please email us at founders [at] defog.ai with details about your requirements, and we'll get back to you with more information. By using our API, you can integrate our tool with your existing workflow seamlessly, automate your tasks, and leverage the power of our tool to make informed decisions based on the insights derived from your data.

What is your system's accuracy rate?

Our system's accuracy rate depends on the quality and quantity of data you provide. We aim to provide the most accurate results possible by using state-of-the-art algorithms and machine learning techniques, and constantly refining and improving our models. However, we cannot guarantee 100% accuracy in all scenarios. Nevertheless, we ensure that our results are consistent, reliable, and trustworthy, and provide actionable insights that help you make fact-based decisions. We also allow you to fine-tune the results with your feedback, which helps us improve our models and make them more accurate over time.

What is your level of technical support?

We offer comprehensive technical support to all our customers. Our team of experts is available round the clock to help you with any technical issues you may encounter while using our tool. We strive to resolve all issues promptly and efficiently, to ensure a smooth user experience. You can reach out to us via email, chat, or phone, and we'll be happy to assist you. We also provide documentation and training material to help you get started with our tool and make the most of its features.

<h2>Introduction</h2>
<p>Defog is an AI tool that allows you to ask free-form data questions through large language models embedded in your app. With Defog, you can upload a CSV file or use predefined datasets to ask questions and obtain insightful data that will help inform your business decisions. The tool is fine-tuned across more than 50 different languages to support vague questions or domain-specific jargon, making it an incredibly versatile tool for businesses operating across international borders. Adding a conversational AI widget to answer your customer’s data questions is simple, requiring just a few lines of code. Defog generates queries that are compatible with all major databases and data warehouses, making it easy to integrate into your existing tech stack. Businesses can benefit from increased effectiveness, minimized costs, enhanced data security, and privacy. </p>

<h2>TLDR</h2>
<p>Defog is a powerful AI tool that allows businesses to ask free-form data questions through large language models. It supports more than 50 different languages, making it versatile for businesses operating across international borders. The tool generates queries compatible with all major databases and data warehouses and is user-friendly with easy integration into existing tech stacks. Defog provides accurate and insightful data that businesses can use for their decision-making process. With regular model updates and comprehensive technical support, Defog guarantees reliable service and customer satisfaction. Businesses can also choose from flexible pricing options tailored to meet their needs.</p>
<h2>Company Overview</h2>
<p>Defog is a powerful AI tool that allows your users to ask free-form data questions through large language models embedded in your app. With Defog, you can upload a CSV file or use predefined datasets to ask questions and obtain insightful data that will help inform your business decisions. </p>

<p>Defog is fine-tuned across more than 50 different languages to support vague questions or domain-specific jargon, making it an incredibly versatile tool for businesses operating across international borders. Adding a conversational AI widget to answer your customer’s data questions is simple, requiring just a few lines of code. </p>

<p>One of Defog’s key selling points is that it is architected to ensure it never accesses your database or moves your data. This provides an added layer of security and demonstrates the company’s commitment to protecting user privacy. Additionally, Defog generates queries that are compatible with all major databases and data warehouses, making it easy to integrate into your existing tech stack. </p>

<p>Defog represents a powerful solution for businesses seeking to leverage AI to inform their data-driven decision-making processes. With versatile language support and compatibility with all major databases and data warehouses, Defog is a go-to solution for businesses operating across international borders. The AI tool's commitment to user privacy and security is also a crucial selling point, providing peace of mind for businesses concerned about sensitive data exposure. </p>
<h2>Features</h2>

<h3>Customized AI Model</h3>
        <h4>Sample Questions and User Feedback</h4>
            <p>Defog's AI model is customized to your specific domain by fine-tuning the model based on sample questions and user feedback. This guarantees 98+% accuracy when answering questions.</p>
        <h4>Never Access Your Database or Move Your Data</h4>
            <p>Defog's architecture ensures that they never access your database or move your data. This means that your data is always safe and secure.</p>
        <h4>Complex Query Handling</h4>
            <p>Defog handles complex queries with joins across tables automatically. This makes it easier and faster to get the answers you need without spending hours trying to figure out how to write the query.</p>

<h3>Multiple Querying Options</h3>
        <h4>Notion, Slack, and Chatbot Integration</h4>
            <p>Defog allows you to ask questions via multiple platforms such as Notion, Slack, a chatbot, or a Chrome Extension. This flexibility makes it easier for you to ask questions no matter where you are or what device you are using.</p>
        <h4>Query Explainability and Stable Queries</h4>
            <p>Defog generates queries that are compatible with all major databases and data warehouses. Additionally, their AI model provides query explainability and more stable queries, making it easier for you to troubleshoot and find the answers you need.</p>
        <h4>Auto Visualization</h4>
            <p>Defog's experimental auto-visualization feature makes it easy to see your data in a visual representation. This feature is useful for quickly identifying patterns or trends in your data.</p>

<h3>Advanced Integrations</h3>
        <h4>Self-Serve Notion and Google Sheets Integration</h4>
            <p>Defog's self-serve Notion integration and metadata input and editing via Google Sheets allows you to easily integrate the tool with your existing workflows, making it easier to manage and analyze your data.</p>
        <h4>BigQuery, MongoDB, and Redshift Integration</h4>
            <p>Defog's integration with BigQuery, MongoDB, and Redshift allows you to connect with various data sources and warehouses. This means that you can get answers to questions across different platforms and systems.</p>
        <h4>Rudimentary Reasoning Engine</h4>
            <p>Defog's rudimentary reasoning engine provides a simple way to identify relationships and dependencies within your data. This feature is useful for analyzing large datasets with many interdependent variables.</p>

<h3>Adaptive Learning and Performance Improvements</h3>
        <h4>Automatic Debugging and Self-Adaptive Learning</h4>
            <p>Defog automatically debugs itself if it gets a query wrong, making it easier for you to get the right answers. Additionally, Defog's self-adaptive learning feature automatically corrects its mistakes, resulting in more accurate answers over time.</p>
        <h4>Bug Fixes, Stability Improvements, and Performance Enhancements</h4>
            <p>Defog provides regular model updates, bug fixes, stability improvements, and performance enhancements. This means that the tool will continue to improve over time, providing even more accurate answers to your questions.</p>
        <h4>Multi-Lingual Queries and Custom Metrics</h4>
            <p>Defog's multi-lingual queries in 20+ languages and custom metrics and domain-specific jargon features make it easier for you to ask questions using terms that are specific to your industry. This results in more accurate answers that are tailored to your needs.</p>

<h2>Pricing</h2>
    <p>Defog's pricing structure is tailored to meet the needs of different businesses of varying sizes and needs. For individual users who wish to test and experiment with the tool, Defog offers a free trial version of its product. This is an excellent option to understand the capabilities of the tool without committing to a subscription plan. </p>

<p>Fast-growing companies that need to democratize access to information can benefit from Defog's affordable monthly subscription plans. The pricing for the subscription depends on the number of active users and the storage capacity required. These packages ensure reliable service and provide regular updates and maintenance without any demanding costs. This pricing model is aimed at providing businesses with a future-proof solution that can grow with their needs. It's an ideal solution for companies that are looking to increase productivity within their organization.</p>

<p>For large companies that aim to minimize report times and support costs, Defog has a licensing model that enables them to use the software on their own servers. With this option, they gain full control over the software and can customize it according to their needs. The licensing cost is based on the number of users, servers, and modules purchased. This model also enables businesses to save on operating costs and provides an added level of security and data privacy control. </p>

<p>Defog is backed by top-notch customer support, providing clients with timely assistance throughout their experience. Regardless of the pricing model chosen, Defog guarantees premium customer service that can help businesses to optimize their data handling, processing, and usage.</p>

<p>In conclusion, Defog's pricing structure is flexible, affordable, and provides options that cater to all business sizes and needs. With Defog, businesses can benefit from increased effectiveness, minimized costs, as well as enhanced data security and privacy. </p>
<h2>FAQ</h2>

<h3>Can you guarantee the privacy and security of my data?</h3>
        <p>Yes, we can. We will not have access to your data. We will run queries directly from your databases or data warehouses, and only need metadata and schema structures of your database. You retain full control of your data, and we ensure that it remains secure and confidential while we work with it. We understand that data privacy and security are of utmost importance and take every possible measure to protect your information. We have implemented robust security protocols in our system to safeguard your data from unauthorized access, theft, and breach of privacy.</p>
    
    <h3>Do you offer a free trial?</h3>
        <p>No, we do not have a free trial at this time. We are currently prioritizing customers that have a pressing need for Defog's solution and are willing to pay for it. However, we understand that you may want to try our tool before making a commitment. Therefore, we offer a demo of our tool, where you can see its features in action and ask any questions you may have. To schedule a demo, please get in touch with us and we'll be happy to assist you.</p>
    
    <h3>Can I get access to your API?</h3>
        <p>Yes, you can. We offer API access to customers who require it. Please email us at founders [at] defog.ai with details about your requirements, and we'll get back to you with more information. By using our API, you can integrate our tool with your existing workflow seamlessly, automate your tasks, and leverage the power of our tool to make informed decisions based on the insights derived from your data.</p>
    
    <h3>What is your system's accuracy rate?</h3>
        <p>Our system's accuracy rate depends on the quality and quantity of data you provide. We aim to provide the most accurate results possible by using state-of-the-art algorithms and machine learning techniques, and constantly refining and improving our models. However, we cannot guarantee 100% accuracy in all scenarios. Nevertheless, we ensure that our results are consistent, reliable, and trustworthy, and provide actionable insights that help you make fact-based decisions. We also allow you to fine-tune the results with your feedback, which helps us improve our models and make them more accurate over time.</p>
    
    <h3>What is your level of technical support?</h3>
        <p>We offer comprehensive technical support to all our customers. Our team of experts is available round the clock to help you with any technical issues you may encounter while using our tool. We strive to resolve all issues promptly and efficiently, to ensure a smooth user experience. You can reach out to us via email, chat, or phone, and we'll be happy to assist you. We also provide documentation and training material to help you get started with our tool and make the most of its features.</p>

Defog
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