Generative AI Tools Landscape - Data Applications – Part1

A. Automated Analysis and Insights

?1. AI2Sql - AI

AI2SQL is an AI-powered tool that generates error-free SQL queries and supports various databases.

AI2SQL is an AI tool that allows users to write error-free SQL queries easily and efficiently without needing to know SQL. The tool includes features like SQL query generator, SQL syntax checker, and natural language support. AI2SQL supports various databases including SQL, MySQL, PostgreSQL, Microsoft SQL Server, MongoDB, and more. The tool also offers a free trial for users to test its features before committing to a subscription.

AI2sql offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Sql query generation

·?????? Sql syntax checker

·?????? Natural language support

·?????? Database support

·?????? Free trial

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2. Channel - AI

The Channel AI tool is a self-service data insights platform with automated answers in plain English, visualizations, and secure design practices for data storage and encryption.

The Channel AI tool allows users to ask data questions in plain English and receive automated answers from connected databases. It is designed to provide self-service data insights without requiring SQL knowledge. The tool also offers automated visualizations based on data preferences and allows for collaboration among teams to best understand and utilize data. The tool integrates with common data warehouses such as Snowflake, BigQuery, and Redshift, and employs secure design practices for data storage and encryption.

Channel offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Ask data questions in plain english

·?????? Receive automated answers from connected databases

·?????? Provide self-service data insights without requiring sql knowledge

·?????? Offer automated visualizations based on data preferences

·?????? Collaborate among teams to best understand and utilize data

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3. Chat2Stats - AI

Chat2Stats is a chat-based data analysis tool that uses natural language to provide insights without the need for SQL queries and offers both hosted and self-hosted versions.

Chat2Stats is a data analysis tool powered with chatGPT. You will need to provide your data and then use natural language to just chat about your data and get insights. No need to use SQL queries to interact with the data. There is also a self-hosted version of this app.

Chat2Stats offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Analyze data

·?????? Get insights

·?????? Natural language chat

·?????? Self-hosted version

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4. Consensus - AI

?Consensus is an AI-powered search engine that provides evidence-based answers faster by extracting key findings from scientific papers and offering instant analysis, aiming to democratize expert knowledge.

Consensus is an AI-powered search engine that provides evidence-based answers faster. It helps users find direct scientific research and peer-reviewed studies on a variety of topics, including COVID-19 vaccines and poverty reduction. The tool extracts key findings from scientific papers and offers instant analysis. The search results are 100% ad-free and show the results of scientific research. Consensus is a democratizing tool that aims to provide expert knowledge to everyone.

Consensus offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Search

·?????? Evidence-based answers

·?????? Scientific papers

·?????? Instant analysis

·?????? 100% ad-free

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5. DataHerald - AI

Embed Text-to-SQL into your product using DataHerald. Deploy Dataherald’s natural language-to-SQL API in minutes with a few lines of code.

·?????? Unlock text-to-SQL from your existing database to any SaaS App. Configure the Dataherald engine in minutes and deploy it in your application with a few lines of code with our hosted API.

·?????? State-of-the-art agent delivers highest accuracy SQL: DataHerald combines custom agents with fine-tuning and built-in evaluation to deliver fast and accurate text-to-SQL performance.

·?????? Create a semantic layer from your existing resources to inject context: Capture your unique business context by adding instructions directly to tables, columns or the entire databases.

·?????? Built by developers for developers: Configure and observe every query, model, and fine-tuning from our admin console.

?Key features include:

?·?????? Built-in Evaluator: Monitor your model’s performance over time and enable feedback learning with Dataherald’s customer evaluator.

·?????? Open Source: Start building with no strings attached - our open-source community has 100+ deployments and counting.

·?????? Fine-tuning support: Improve accuracy and latency with fine-tuning. GPT 3.5 and GPT 4 finetuning supported.

·?????? Usage-based pricing: For self-serve users, pay for only what you need - no minimums or plan fees.

·?????? BYOC: Dataherald integrates seamlessly into your existing data stack within minutes.

·?????? Synthetic Data Generation: Improve agent performance by fine-tuning on synthetic data.

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6. Defog nbsp;- AI

?Defog.ai aka Defog is a language-based AI tool that generates SQL queries and provides a conversational AI widget for asking free-form data questions in multiple languages, ensuring data privacy and compatibility with major databases and data warehouses.

Defog is a language model-based AI tool that helps applet users ask free form data questions, upload CSV files or ask predefined datasets from databases like Redshift, BigQuery, Snowflake, Postgres, etc. The tool fine-tunes to support vague questions, domain-specific jargon, and 50 different languages. It can generate SQL queries to answer complex data questions and also provides an option to add a conversational AI widget to answer custom data questions. The tool's architecture ensures data privacy and compatibility with major databases and data warehouses.

Defog offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Ask free form data questions

·?????? Upload csv files

·?????? Ask predefined datasets from databases like redshift, bigquery, snowflake, postgres, etc

·?????? Generate sql queries to answer complex data questions

·?????? Add a conversational ai widget to answer custom data questions

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7. Finalle - AI

Finalle is a Real-time Financial Intelligence analyzes financial data from various sources to provide insights on the market and investments.

Real-time Financial Intelligence, automatically analyze real-time financial intelligence from different sources like twitter, reddit, news and blog posts to understand the market and gain market insights about your investments.

Finalle offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Twitter analysis

·?????? Reddit analysis

·?????? News analysis

·?????? Blog post analysis

·?????? Market insights

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8. GenerativeBI - AI

Generate reports and dashboards with no-code AI platform, natural language processing, analytics tools.

Analyze data and build dashboards by asking questions. No technical knowledge needed. Provides a no-code AI reporting platform that allows non-technical users to quickly build and customize reports and dashboards in minutes.

The platform uses natural language processing to understand user inputs and generate relevant data models and reports. GenerativeBI also provides a range of analytics tools, such as trend analysis, forecasting, and correlations.

Generative BI offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Data analysis

·?????? Dashboard building

·?????? No-code platform

·?????? Natural language processing

·?????? Generative reports

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9.Kanaries - AI

Rath by Kanaries aka Kanari is an AI tool which used for a data exploration with AI-powered automation for data analysis and visualization, featuring Copilot data science and data preparation, data painter, causation analysis, and Graph Walker.

Kanari AI is a data exploration tool that offers AI-powered automation for data analysis, visualization, and wrangling. It includes features such as Copilot data science and data preparation, as well as data painter and causation analysis. Kanari AI also offers an easy-to-use embeddable visual tool called Graph Walker for anywhere data visualization. Finally, the tool offers various resources including articles, tutorials, and documentation, and users can join the Kanari community for support and updates.

Rath by Kanarie offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Automation of data analysis

·?????? Data visualization

·?????? Copilot data science

·?????? Data preparation

·?????? Embeddable visual tool

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10. Lookup - AI

Lookup is an AI-powered tool that centralizes customer feedback collection, adapts to taxonomy, and offers a free plan with beta access and paid plans.

Lookup is an AI tool that helps product teams analyze and organize feedback from various sources such as support tickets and sales calls. It uses AI to extract insights from call transcripts, support tickets, and feedback to spot emerging feedback trends. The tool also centralizes feedback collection and adapts to your feedback taxonomy. It offers a free plan with beta access and paid plans that increase the amount of words processed per month.

Lookup offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Call transcript analysis

·?????? Support ticket analysis

·?????? Feedback organization

·?????? Emerging trends detection

·?????? Feedback taxonomy adaptation

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11. ProbeAI - AI

ProbeAI simplifies the process of generating SQL code by providing data analysts with quick and accurate code suggestions based on their prompts. This eliminates the need for manual SQL code generation, allowing analysts to focus on more complex data analysis tasks.

ProbeAI helps in Auto-generating complex SQL code,Identifying relevant tables for your question,Optimizing & fixing SQL code in real-time,Adapting to business-specific definitions and supporting all major databases & warehouses. ProbeAI is a must-have tool for data analysts looking to increase their productivity and efficiency. Its AI-driven features simplify SQL code generation, fix errors, and streamline the data analysis process. By leveraging ProbeAI's advanced capabilities, data analysts can focus on extracting valuable insights from data, revolutionizing the way they work. Experience the benefits of ProbeAI and transform your data analysis tasks today.

·?????? ProbeAI: The AI Copilot for Data Analysts:

ProbeAI is a powerful AI tool designed to serve as a copilot for data analysts. Its primary function is to assist data analysts in generating SQL code with ease, even from simple prompts. ProbeAI streamlines the data analysis process and improves productivity, making it an invaluable tool for data professionals.

·?????? Simplifying SQL Code Generation:

ProbeAI simplifies the process of generating SQL code by providing data analysts with quick and accurate code suggestions based on their prompts. This eliminates the need for manual SQL code generation, allowing analysts to focus on more complex data analysis tasks.

·?????? Automatically Fixing SQL Errors:

In addition to generating SQL code, ProbeAI can automatically fix errors in the code. This saves time for data analysts who would otherwise have to manually edit the code, ensuring a more efficient and accurate workflow.

·?????? Locating Appropriate Tables and More:

ProbeAI also assists data analysts in locating the appropriate tables and offers other helpful features that streamline their work. Its user-friendly interface makes it easy for analysts to navigate and access the tools they need for efficient data analysis.

·?????? Enhancing Productivity for Data Analysts:

ProbeAI is specifically tailored to assist data analysts, making it an invaluable tool for professionals in the data science and analysis fields. By eliminating tedious and time-consuming tasks, ProbeAI enables analysts to focus on more complex analysis, improving the accuracy and quality of their work.

·?????? Compatibility with Databases and Servers:

ProbeAI is compatible with both databases and servers, making it a versatile tool that can be used in various settings. Its adaptability ensures that data analysts can easily integrate it into their existing workflows and benefit from its powerful features.

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12. String - AI

String Converse naturally with your data and get instant insights with AI. String is an AI-powered data assistant that allows you to have natural conversations with your data, regardless of where it is located or what format it is in. The goal of String is to be the last data tool you'll ever need, enabling you to make data-driven decisions easily through natural language conversations.

String is an AI-powered data assistant that allows you to have natural conversations with your data, regardless of where it is located or what format it is in. The goal of String is to be the last data tool you'll ever need, enabling you to make data-driven decisions easily through natural language conversations.

How Does String Work?

String connects to your data sources and builds a knowledge graph to understand your data relationships and metrics. You can then ask questions or give commands in everyday natural language, and String will provide answers or take actions by querying the knowledge graph.

Some key features of how String works:

·?????? Connects to data sources like databases, cloud services, BI tools to build knowledge graph

·?????? Understands natural language questions and commands

·?????? Answers questions by querying knowledge graph

·?????? Takes actions like updating metrics, creating charts, manipulating data

·?????? Works across data formats and structures

·?????? Requires no data modeling or preparation

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?13. Maya - AI

MayaA aka Maya is an AI human that helps to find answers within data faster, better, and more accurately using natural language processing and machine learning.

Maya, an AI human that helps to find answers within data faster, better, and more accurately. Data analysis using AI and natural language. Ask your data and get answers.

Maya AI offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Data analysis

·?????? AI-powered natural language processing

·?????? Faster and more accurate results

·?????? Finding answers within data

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14. QueryGenie - AI

Querygenie is an AI tool that generates database queries in plain English for PostgreSQL databases. It has a flat rate of $9.99 per month and allows free demo with credits.

Querygenie is an AI tool that generates database queries in plain English, saving time and effort in generating insights from data. Users can sign up for a demo and get free credits to try the tool. Querygenie uses state-of-the-art AI models to understand user input and generate queries. It currently supports PostgreSQL databases and has a flat rate of $9.99 per month for subscriptions. However, accuracy depends on the quality of user input, and users should review generated queries before use.

QueryGenie offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Plain English query generation

·?????? Supports PostgreSQL databases

·?????? Free demo available

·?????? Flat rate subscription model

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15. SQLGenius - AI

SQL Genius is an AI tool that allows users to easily write SQL code without any coding required.

SQL Genius is an AI tool that allows users to easily write SQL code without any coding required. The tool has a beta version and a feedback section available. Once enabled, the tool can be used to write SQL code in English and check tables, schemas, and queries. Additionally, it can be used to add new tables and perform advanced SQL queries.

SQLgenius offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Write sql code without coding

·?????? Check tables and schemas

·?????? Perform advanced sql queries

·?????? Add new tables

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16. Symbl - AI

Symbl.ai aka Symbl is an AI platform that enables real-time engagement and prediction in virtual conversations through features such as topic detection, sentiment analysis, automated summarization, call and progress analysis, and more.

Symbl is a human intelligence platform for enterprises that enables real-time engagement, prediction, and continuous learning in virtual conversations, including sales, customer service, human resources, and employee communication. The platform offers a range of features such as topic detection, sentiment analysis, automated summarization, call and progress analysis, and more. Symbl uses an API-first approach to empower businesses to build solutions specific to their needs with pre-defined models and design. The platform provides enterprise-grade security and support for data privacy regulations such as HIPAA and GDPR. Symbl.ai also offers an AI exploration workshop and a developer-friendly interface for easy processing of conversations and extraction of insights.

Symbl offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Human intelligence platform

·?????? Real-time engagement

·?????? Prediction

·?????? Continuous learning

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17. TableTalk - AI

TableTalk is an AI-powered tool that allows users to interact with databases using natural language.

TableTalk is an AI-powered tool that allows for natural language interactions with databases in order to quickly retrieve information. It has a built-in interface that allows users to ask questions in a familiar way and get answered by the AI. Currently in beta, it aims to better map databases and/or tables to human language. No information on storage, pricing, or database support is given. Sign up for the waitlist to learn more.

TableTalk offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Retrieve information

·?????? Natural language interactions

·?????? Database mapping

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18. Windsor nbsp;- AI

?Windsor.io aka Windsor is an AI-powered video platform that helps businesses create personalized videos for email campaigns and increase revenue.

Windsor is an AI tool that helps businesses create personalized videos for email, SMS, and other campaigns. The tool offers features like abandoned cart recovery, post-purchase videos, win-back campaigns, and more. It integrates with popular tools like Klaviyo, Zapier, and Woocommerce to simplify the setup process. Customers report increased revenue, higher email recovery rates, and improved customer loyalty with the use of Windsor video platform. The tool offers a free trial, and customers can contact the Windsor team for more information.

Windsor offers a variety of features and benefits that make it a top choice for various users. These are some of the key features:

·?????? Abandoned cart recovery

·?????? Post-purchase videos

·?????? Win-back campaigns