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NLP based Data Engineering and ETL Tool - Ask On Data

Ask On Data is World's first chat & AI based data pipeline tool which can be used by anyone. It can act as your AI assistance for all of your data related requirements.<br><br>The biggest USPs of Ask On Data are<br>- No learning curve: With a simple chat based interface all you need is to type and your entire data transformations can happen.<br>- NO technical knowledge required. Even non tech person can use<br>- Chat interface : Allowing anyone to use<br>- Data transformations at the speed of typing. You can save approx 93% of time in doing any data engineering work.<br>- Save money by decouping processing

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NLP based Data Engineering and ETL Tool - Ask On Data

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  1. ASK ON DATA World's first Chat based Data Engineering tool - Powered by AI Where Data Meets Simplicity

  2. The Problem • Any ETL/Data Engineering tool is difficult to use with a steep learning curve • Dependence on good data engineers with high technical expertise including SQL, Python, Scala etc (which is a scarce skillset) • High computation cost: Snowflake charges a premium of 8X on the computation of AWS/other cloud • Lack of documentation on the various existing and new ETL jobs • Lack of standardization within the created jobs by various developers • High resources cost (data engineers) • Time consuming to develop anything with existing set of ETL tools

  3. The Solution "The hottest new programming language is English." - Andrej Karpathy Introducing - “Ask On Data” – World’s first NLP based Data Engineering Tool (powered by ML & AI) USP of Ask On Data: Chat interface to create Data Pipelines. Super fast speed of development. Data Automatic Documentation Simply type ? and get it done engineering at the speed of typing Huge saving in infra cost by taking out computing from No technical knowledge required. costly Snowflake servers. (Snowflake charges 8X premium No Learning curve. Anyone can use on computing over the cloud vendor charges) Note: ChatGPT (or similar tools) not being used. Custom developed proprietary ML & AI model, thus ensuring enhanced data privacy

  4. The Solution "The hottest new programming language is English." - Andrej Karpathy Introducing - “Ask On Data” – World’s first NLP based Data Engineering Tool (powered by ML & AI) Note: ChatGPT (or similar tools) not being used. Custom developed proprietary ML & AI model, thus ensuring enhanced data privacy

  5. Tangible Benefit Client Use Case (Brightbyte)?Description: Collecting 2 flat files, transformations in the files with formatting and conversion, bringing to singular format, union them and then load to DB.?? OTHER ETL TOOLS 5 hours 25 mins Transformatio n 10 resources 2 resource Resource 5+ years of exp 0-1 Fresher Expertise 15+ Lakhs/yearly salary (INR) 4 Lakhs/yearly (INR) Cos t

  6. Intangible Benefit Reduced time to market Cost saving Improved efficiency Faster rollout

  7. ARCHITECTURE • Deployment: cloud agnostic deployment • Sources / destination : can be a database or flatfiles • Jobs is the data pipeline which gets executed at a specific frequency or time or event • Scheduling module helps in scheduling the data transformation job • Conversational interface helps a user to interact in natural English language and create the pipeline • Monitor helps in monitoring the status

  8. SECURITY • BYOD model (Bring your own cloud). Deployment at your choice of cloud • Inherent security of those cloud vendors • No data being captured or shared or going outside your servers • No third party plugins like ChatGPT etc are being used. No data sharing happening with any other vendor

  9. Thank You Contact Information support@askondata.com nikhilesh@helicaltech.com +91-7893947676

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