Ask On Data
Last Updated on: Feb 1, 2026
Ask On Data
0
0Reviews
10Views
0Visits
AI Workflow Management
No-Code & Low-Code
AI Developer Tools
AI Code Generator
AI SQL Query Builder
What is Ask On Data?
Ask On Data is a GenAI-powered, open-source, chat-based data engineering tool that revolutionizes the creation of ETL (Extract, Transform, Load) pipelines. It allows users—from business analysts to data engineers—to instruct the system via natural language, bypassing the need for complex code. The platform supports data migration, cleaning, transformation, integration, and orchestration (SQL, Python, YAML), all within a conversational interface. Building pipelines becomes intuitive, rapid, and accessible to non‑technical users while delivering powerful functionality on par with engineers.
Who can use Ask On Data & how?
  • Data engineers & analysts: Build pipelines fast with chat-driven interface.
  • BI users & data scientists: Interact with datasets without coding by hand.
  • Business professionals: Query and prep data using conversational commands.
  • Startups & SMEs: Launch pipelines quickly without hiring expensive talent.
  • Enterprises: Benefit from cost-efficient deployments on-prem or in cloud.

How to Use It?
  • Register for free or self-host: Choose managed cloud or open‑source.
  • Connect your data source: Link databases, flat files, APIs, or lakes.
  • Ask in plain English: Command pipeline actions like “join tables,” “clean data.”
  • Review previewed results: Snapshots show ongoing transformation before execution.
  • Schedule & orchestration: Define triggers or incremental loads.
  • Inspect code: View/edit YAML, SQL, or Spark code behind the transformation.
What's so unique or special about Ask On Data?

  • Natural-language ETL: No coding—just conversational instructions.
  • Transparent pipeline building: Preview and edit generated pipelines before deployment.
  • Flexible deployment: Self-hosted or managed cloud with scheduling and orchestration.
  • Wide data sourcing: Works with diverse sources—databases, files, APIs.
  • High cost efficiency: Claims over 80% savings in development time and cost.
Things We Like
  • Dramatically simplifies ETL for non-technical staff.
  • Supports deployment flexibility and automation.
  • Transparent control via code inspection.
  • Schedule pipelines easily—ideal for production use.
  • Open‑source option gives full control and visibility.
Things We Don't Like
  • User experience and UI maturity may vary between versions.
  • Documentation or community size unclear.
  • Scheduling and integrations may need setup.
Photos & Videos
Screenshot 1
Screenshot 2
Pricing
Freemium

Free(OpenSource)

Free

  • Managed cloud hosting by Ask On Data
  • Excel & CSV support only (5MB limit)
  • No job scheduling
  • Community support
  • PRICE : Free
  • Automatic upgrades, patches, backups, and monitoring all done for you

Enterprise

Custom

  • Managed cloud hosting by Ask On Data
  • All databases support as source and destination
  • Scheduling feature available
  • Enterprise support
  • PRICE : Reach out on support@askondata.com
  • Automatic upgrades, patches, backups, and monitoring all done for you
ATB Embeds
Reviews

Proud of the love you're getting? Show off your AI Toolbook reviews—then invite more fans to share the love and build your credibility.

Product Promotion

Add an AI Toolbook badge to your site—an easy way to drive followers, showcase updates, and collect reviews. It's like a mini 24/7 billboard for your AI.

Reviews

0 out of 5

Rating Distribution

5 star
0
4 star
0
3 star
0
2 star
0
1 star
0

Average score

Ease of use
0.0
Value for money
0.0
Functionality
0.0
Performance
0.0
Innovation
0.0

Popular Mention

FAQs

Yes—self-hosting version is completely free and open-source.
Data cleaning, joins, transformation, migration, incremental loads—via plain chat.
Yes—each instruction offers preview results and undo capability.
Absolutely—you can access and edit the YAML, SQL, or Spark code.
Yes—you can schedule jobs for full or incremental loads.

Similar AI Tools

tavily
logo

tavily

0
0
31
0

Tavily is a specialized search engine meticulously optimized for Large Language Models (LLMs) and AI agents. Its primary goal is to provide real-time, accurate, and unbiased information, significantly enhancing the ability of AI applications to retrieve and process data efficiently. Unlike traditional search APIs, Tavily focuses on delivering highly relevant content snippets and structured data that are specifically tailored for AI workflows like Retrieval-Augmented Generation (RAG), aiming to reduce AI hallucinations and enable better decision-making.

tavily
logo

tavily

0
0
31
0

Tavily is a specialized search engine meticulously optimized for Large Language Models (LLMs) and AI agents. Its primary goal is to provide real-time, accurate, and unbiased information, significantly enhancing the ability of AI applications to retrieve and process data efficiently. Unlike traditional search APIs, Tavily focuses on delivering highly relevant content snippets and structured data that are specifically tailored for AI workflows like Retrieval-Augmented Generation (RAG), aiming to reduce AI hallucinations and enable better decision-making.

tavily
logo

tavily

0
0
31
0

Tavily is a specialized search engine meticulously optimized for Large Language Models (LLMs) and AI agents. Its primary goal is to provide real-time, accurate, and unbiased information, significantly enhancing the ability of AI applications to retrieve and process data efficiently. Unlike traditional search APIs, Tavily focuses on delivering highly relevant content snippets and structured data that are specifically tailored for AI workflows like Retrieval-Augmented Generation (RAG), aiming to reduce AI hallucinations and enable better decision-making.

Ask AI Questions
logo

Ask AI Questions

0
0
8
0

Ask AI Questions is a free online platform that allows users to ask questions and receive instant AI-generated answers within seconds. Designed for quick, precise insights, the platform supports conversational, ongoing chat flows where users can refine queries or ask for more details without needing to re-explain context. It offers multi-language support including English, Spanish, German, and Polish, providing broad accessibility for users worldwide. Privacy-conscious, all conversations are kept confidential with no data saving or intrusive ads.

Ask AI Questions
logo

Ask AI Questions

0
0
8
0

Ask AI Questions is a free online platform that allows users to ask questions and receive instant AI-generated answers within seconds. Designed for quick, precise insights, the platform supports conversational, ongoing chat flows where users can refine queries or ask for more details without needing to re-explain context. It offers multi-language support including English, Spanish, German, and Polish, providing broad accessibility for users worldwide. Privacy-conscious, all conversations are kept confidential with no data saving or intrusive ads.

Ask AI Questions
logo

Ask AI Questions

0
0
8
0

Ask AI Questions is a free online platform that allows users to ask questions and receive instant AI-generated answers within seconds. Designed for quick, precise insights, the platform supports conversational, ongoing chat flows where users can refine queries or ask for more details without needing to re-explain context. It offers multi-language support including English, Spanish, German, and Polish, providing broad accessibility for users worldwide. Privacy-conscious, all conversations are kept confidential with no data saving or intrusive ads.

Mirai

Mirai

0
0
19
1

TryMirai is an on-device AI infrastructure platform that enables developers to integrate high-performance AI models directly into their apps with minimal latency, full data privacy, and no inference costs. The platform includes an optimized library of models (ranging in parameter sizes such as 0.3B, 0.5B, 1B, 3B, and 7B) to match different business goals, ensuring both efficiency and adaptability. It offers a smart routing engine to balance performance, privacy, and cost, and tools like SDKs for Apple platforms (with upcoming support for Android) to simplify integration. Users can deploy AI capabilities—such as summarization, classification, general chat, and custom use cases—without relying on cloud offloading, which reduces dependencies on network connectivity and protects user data.

Mirai

Mirai

0
0
19
1

TryMirai is an on-device AI infrastructure platform that enables developers to integrate high-performance AI models directly into their apps with minimal latency, full data privacy, and no inference costs. The platform includes an optimized library of models (ranging in parameter sizes such as 0.3B, 0.5B, 1B, 3B, and 7B) to match different business goals, ensuring both efficiency and adaptability. It offers a smart routing engine to balance performance, privacy, and cost, and tools like SDKs for Apple platforms (with upcoming support for Android) to simplify integration. Users can deploy AI capabilities—such as summarization, classification, general chat, and custom use cases—without relying on cloud offloading, which reduces dependencies on network connectivity and protects user data.

Mirai

Mirai

0
0
19
1

TryMirai is an on-device AI infrastructure platform that enables developers to integrate high-performance AI models directly into their apps with minimal latency, full data privacy, and no inference costs. The platform includes an optimized library of models (ranging in parameter sizes such as 0.3B, 0.5B, 1B, 3B, and 7B) to match different business goals, ensuring both efficiency and adaptability. It offers a smart routing engine to balance performance, privacy, and cost, and tools like SDKs for Apple platforms (with upcoming support for Android) to simplify integration. Users can deploy AI capabilities—such as summarization, classification, general chat, and custom use cases—without relying on cloud offloading, which reduces dependencies on network connectivity and protects user data.

Eliott
logo

Eliott

0
0
16
0

Eliott AI is a marketing analytics copilot tool built to help marketers, teams, and agencies by turning their raw marketing data into insights using natural language instead of dashboards. It connects to popular platforms like Google Analytics 4, Google Ads, Meta Ads, etc., letting you ask questions about your performance—like “how did campaign X compare to last month?” or “which ads have increasing cost-per-acquisition?”—and get immediate answers. The tool is designed to reduce the friction of querying data, avoid over-dependence on dashboards, and help non-technical users make data-driven decisions without needing analytics expertise.

Eliott
logo

Eliott

0
0
16
0

Eliott AI is a marketing analytics copilot tool built to help marketers, teams, and agencies by turning their raw marketing data into insights using natural language instead of dashboards. It connects to popular platforms like Google Analytics 4, Google Ads, Meta Ads, etc., letting you ask questions about your performance—like “how did campaign X compare to last month?” or “which ads have increasing cost-per-acquisition?”—and get immediate answers. The tool is designed to reduce the friction of querying data, avoid over-dependence on dashboards, and help non-technical users make data-driven decisions without needing analytics expertise.

Eliott
logo

Eliott

0
0
16
0

Eliott AI is a marketing analytics copilot tool built to help marketers, teams, and agencies by turning their raw marketing data into insights using natural language instead of dashboards. It connects to popular platforms like Google Analytics 4, Google Ads, Meta Ads, etc., letting you ask questions about your performance—like “how did campaign X compare to last month?” or “which ads have increasing cost-per-acquisition?”—and get immediate answers. The tool is designed to reduce the friction of querying data, avoid over-dependence on dashboards, and help non-technical users make data-driven decisions without needing analytics expertise.

Dot
logo

Dot

0
0
27
2

Dot AI is an advanced AI-powered data assistant that enables teams to obtain instant, actionable insights from their data. By integrating seamlessly with existing analytics infrastructure, Dot allows users to ask data-related questions in natural language and receive accurate, context-aware answers in real-time.

Dot
logo

Dot

0
0
27
2

Dot AI is an advanced AI-powered data assistant that enables teams to obtain instant, actionable insights from their data. By integrating seamlessly with existing analytics infrastructure, Dot allows users to ask data-related questions in natural language and receive accurate, context-aware answers in real-time.

Dot
logo

Dot

0
0
27
2

Dot AI is an advanced AI-powered data assistant that enables teams to obtain instant, actionable insights from their data. By integrating seamlessly with existing analytics infrastructure, Dot allows users to ask data-related questions in natural language and receive accurate, context-aware answers in real-time.

Genloop AI
logo

Genloop AI

0
0
14
0

Genloop is a platform that empowers enterprises to build, deploy, and manage custom, private large language models (LLMs) tailored to their business data and requirements — all with minimal development effort. It turns enterprise data into intelligent, conversational insights, allowing users to ask business questions in natural language and receive actionable analysis instantly. The platform enables organizations to confidently manage their data-driven decision-making by offering advanced fine-tuning, automation, and deployment tools. Businesses can transform their existing datasets into private AI assistants that deliver accurate insights, while maintaining complete security and compliance. Genloop’s focus is on bridging the gap between AI and enterprise data operations, providing a scalable, trustworthy, and adaptive solution for teams that want to leverage AI without extensive coding or infrastructure complexity.

Genloop AI
logo

Genloop AI

0
0
14
0

Genloop is a platform that empowers enterprises to build, deploy, and manage custom, private large language models (LLMs) tailored to their business data and requirements — all with minimal development effort. It turns enterprise data into intelligent, conversational insights, allowing users to ask business questions in natural language and receive actionable analysis instantly. The platform enables organizations to confidently manage their data-driven decision-making by offering advanced fine-tuning, automation, and deployment tools. Businesses can transform their existing datasets into private AI assistants that deliver accurate insights, while maintaining complete security and compliance. Genloop’s focus is on bridging the gap between AI and enterprise data operations, providing a scalable, trustworthy, and adaptive solution for teams that want to leverage AI without extensive coding or infrastructure complexity.

Genloop AI
logo

Genloop AI

0
0
14
0

Genloop is a platform that empowers enterprises to build, deploy, and manage custom, private large language models (LLMs) tailored to their business data and requirements — all with minimal development effort. It turns enterprise data into intelligent, conversational insights, allowing users to ask business questions in natural language and receive actionable analysis instantly. The platform enables organizations to confidently manage their data-driven decision-making by offering advanced fine-tuning, automation, and deployment tools. Businesses can transform their existing datasets into private AI assistants that deliver accurate insights, while maintaining complete security and compliance. Genloop’s focus is on bridging the gap between AI and enterprise data operations, providing a scalable, trustworthy, and adaptive solution for teams that want to leverage AI without extensive coding or infrastructure complexity.

search.sh
logo

search.sh

0
0
12
1

search.sh is an AI-powered intelligent search engine designed to provide real-time, context-aware answers beyond traditional search results. It uses advanced artificial intelligence algorithms to understand the nuance and broader context of user queries, delivering precise, actionable insights instead of just links. The platform serves both human users and autonomous agents, making it useful for researchers, traders, and anyone seeking quick, relevant, and comprehensive information. search.sh continuously improves its search performance through adaptive learning, offering a streamlined and efficient knowledge discovery experience.

search.sh
logo

search.sh

0
0
12
1

search.sh is an AI-powered intelligent search engine designed to provide real-time, context-aware answers beyond traditional search results. It uses advanced artificial intelligence algorithms to understand the nuance and broader context of user queries, delivering precise, actionable insights instead of just links. The platform serves both human users and autonomous agents, making it useful for researchers, traders, and anyone seeking quick, relevant, and comprehensive information. search.sh continuously improves its search performance through adaptive learning, offering a streamlined and efficient knowledge discovery experience.

search.sh
logo

search.sh

0
0
12
1

search.sh is an AI-powered intelligent search engine designed to provide real-time, context-aware answers beyond traditional search results. It uses advanced artificial intelligence algorithms to understand the nuance and broader context of user queries, delivering precise, actionable insights instead of just links. The platform serves both human users and autonomous agents, making it useful for researchers, traders, and anyone seeking quick, relevant, and comprehensive information. search.sh continuously improves its search performance through adaptive learning, offering a streamlined and efficient knowledge discovery experience.

Ask Any Model

Ask Any Model

0
0
14
0

AskAnyModel is a unified AI interface that allows users to interact with multiple leading AI models — such as GPT, Claude, Gemini, and Mistral — from a single platform. It eliminates the need for multiple subscriptions and interfaces by bringing top AI models into one streamlined environment. Users can compare responses, analyze outputs, and select the best AI model for specific tasks like content creation, coding, data analysis, or research. AskAnyModel empowers individuals and teams to harness AI diversity efficiently, offering advanced tools for prompt testing, model benchmarking, and workflow integration.

Ask Any Model

Ask Any Model

0
0
14
0

AskAnyModel is a unified AI interface that allows users to interact with multiple leading AI models — such as GPT, Claude, Gemini, and Mistral — from a single platform. It eliminates the need for multiple subscriptions and interfaces by bringing top AI models into one streamlined environment. Users can compare responses, analyze outputs, and select the best AI model for specific tasks like content creation, coding, data analysis, or research. AskAnyModel empowers individuals and teams to harness AI diversity efficiently, offering advanced tools for prompt testing, model benchmarking, and workflow integration.

Ask Any Model

Ask Any Model

0
0
14
0

AskAnyModel is a unified AI interface that allows users to interact with multiple leading AI models — such as GPT, Claude, Gemini, and Mistral — from a single platform. It eliminates the need for multiple subscriptions and interfaces by bringing top AI models into one streamlined environment. Users can compare responses, analyze outputs, and select the best AI model for specific tasks like content creation, coding, data analysis, or research. AskAnyModel empowers individuals and teams to harness AI diversity efficiently, offering advanced tools for prompt testing, model benchmarking, and workflow integration.

ChatHub
logo

ChatHub

0
0
30
1

ChatHub is a platform that allows users to simultaneously interact with multiple AI chatbots, providing diverse AI-generated responses for enhanced insights and confidence. It supports top AI models like GPT-5, Claude 4, Gemini 2.5, Llama 3.3, and over 20 others, all accessible under one subscription. Users can input one question and receive multiple perspectives from these models, helping to cross-verify information and minimize hallucinations. ChatHub also includes AI-powered image generation using models such as DALL-E 3 and Stable Diffusion, file upload and analysis for documents and images, and features like AI-powered web search, code preview, prompt libraries, and productivity tools.

ChatHub
logo

ChatHub

0
0
30
1

ChatHub is a platform that allows users to simultaneously interact with multiple AI chatbots, providing diverse AI-generated responses for enhanced insights and confidence. It supports top AI models like GPT-5, Claude 4, Gemini 2.5, Llama 3.3, and over 20 others, all accessible under one subscription. Users can input one question and receive multiple perspectives from these models, helping to cross-verify information and minimize hallucinations. ChatHub also includes AI-powered image generation using models such as DALL-E 3 and Stable Diffusion, file upload and analysis for documents and images, and features like AI-powered web search, code preview, prompt libraries, and productivity tools.

ChatHub
logo

ChatHub

0
0
30
1

ChatHub is a platform that allows users to simultaneously interact with multiple AI chatbots, providing diverse AI-generated responses for enhanced insights and confidence. It supports top AI models like GPT-5, Claude 4, Gemini 2.5, Llama 3.3, and over 20 others, all accessible under one subscription. Users can input one question and receive multiple perspectives from these models, helping to cross-verify information and minimize hallucinations. ChatHub also includes AI-powered image generation using models such as DALL-E 3 and Stable Diffusion, file upload and analysis for documents and images, and features like AI-powered web search, code preview, prompt libraries, and productivity tools.

SurveySides
logo

SurveySides

0
0
21
1

SurveySides is an online survey platform that enables users to create, distribute, and analyze surveys, polls, and quizzes. It includes AI-powered sentiment analysis to help classify open-ended responses and deliver automated insights, making it easier to interpret feedback and trends. With an intuitive form builder, logic branching, demographic reporting, and real-time analytics, SurveySides helps teams turn raw responses into actionable results without extensive manual analysis

SurveySides
logo

SurveySides

0
0
21
1

SurveySides is an online survey platform that enables users to create, distribute, and analyze surveys, polls, and quizzes. It includes AI-powered sentiment analysis to help classify open-ended responses and deliver automated insights, making it easier to interpret feedback and trends. With an intuitive form builder, logic branching, demographic reporting, and real-time analytics, SurveySides helps teams turn raw responses into actionable results without extensive manual analysis

SurveySides
logo

SurveySides

0
0
21
1

SurveySides is an online survey platform that enables users to create, distribute, and analyze surveys, polls, and quizzes. It includes AI-powered sentiment analysis to help classify open-ended responses and deliver automated insights, making it easier to interpret feedback and trends. With an intuitive form builder, logic branching, demographic reporting, and real-time analytics, SurveySides helps teams turn raw responses into actionable results without extensive manual analysis

Ask AI
logo

Ask AI

0
0
11
1

Ask AI is a free AI answer engine that lets you ask questions in natural language and receive instant, accurate, and factual answers, positioning itself as an alternative to traditional search engines and tools like ChatGPT. It focuses on helping users move quickly from question to solution with clear, concise responses, and can also summarize long web pages into easy-to-read bullet points, create images from simple text prompts, and check grammar with one click. With over 500 million searches processed and more than 1.4 million searches made daily, iAsk is built to accelerate research, improve learning, and save up to 80% of the time typically spent hunting for information. Its Pro tier adds advanced capabilities powered by benchmark-leading models.

Ask AI
logo

Ask AI

0
0
11
1

Ask AI is a free AI answer engine that lets you ask questions in natural language and receive instant, accurate, and factual answers, positioning itself as an alternative to traditional search engines and tools like ChatGPT. It focuses on helping users move quickly from question to solution with clear, concise responses, and can also summarize long web pages into easy-to-read bullet points, create images from simple text prompts, and check grammar with one click. With over 500 million searches processed and more than 1.4 million searches made daily, iAsk is built to accelerate research, improve learning, and save up to 80% of the time typically spent hunting for information. Its Pro tier adds advanced capabilities powered by benchmark-leading models.

Ask AI
logo

Ask AI

0
0
11
1

Ask AI is a free AI answer engine that lets you ask questions in natural language and receive instant, accurate, and factual answers, positioning itself as an alternative to traditional search engines and tools like ChatGPT. It focuses on helping users move quickly from question to solution with clear, concise responses, and can also summarize long web pages into easy-to-read bullet points, create images from simple text prompts, and check grammar with one click. With over 500 million searches processed and more than 1.4 million searches made daily, iAsk is built to accelerate research, improve learning, and save up to 80% of the time typically spent hunting for information. Its Pro tier adds advanced capabilities powered by benchmark-leading models.

Andi Search
logo

Andi Search

0
0
32
1

Andi Search is an AI-powered conversational search engine designed to deliver direct, well-researched answers instead of traditional link-based results. It helps users explore the web through natural language queries, combining real-time information, semantic understanding, and generative AI to provide clear, concise, and ad-free responses.

Andi Search
logo

Andi Search

0
0
32
1

Andi Search is an AI-powered conversational search engine designed to deliver direct, well-researched answers instead of traditional link-based results. It helps users explore the web through natural language queries, combining real-time information, semantic understanding, and generative AI to provide clear, concise, and ad-free responses.

Andi Search
logo

Andi Search

0
0
32
1

Andi Search is an AI-powered conversational search engine designed to deliver direct, well-researched answers instead of traditional link-based results. It helps users explore the web through natural language queries, combining real-time information, semantic understanding, and generative AI to provide clear, concise, and ad-free responses.

Editorial Note

This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.

If you have any suggestions or questions, email us at hello@aitoolbook.ai