Conversational BI Reporting: Leveraging Open Source tools for Data Democratization
By MYBRANDBOOK
Udit Pahwa, Group CIO, Kirloskar Management Services
Business Intelligence (BI) reporting tools are essential for organizations to derive valuable insights from data. However, traditional reporting methods can be complex and time-consuming, requiring technical expertise. To address these challenges, adoption of a Conversational BI reporting tool powered by open source technologies was decided. This presents an opportunity to simplify data exploration, increase accessibility, enhance user engagement, and accelerate decision-making. This initiative’s objective is enabling data democracy and ensuring role-based data access and security; at the same time.
The objectives of the reporting tool include simplifying data exploration, increasing accessibility, enhancing user engagement, and accelerating decision-making. By utilizing open source we are creating intuitive and interactive user interfaces that allow business users to access and analyse data through self-service reporting. It further empowers them to build their own reports also. The conversational aspect enables users to interact with the tool using natural language queries or key words, fostering data democracy and empowering users to find insights. Additionally, role-based access controls ensure that users can only access relevant data and reports, maintaining data security and governance.
The benefits of open source tools in conversational BI reporting are manifold. Node.js, with its event-driven architecture and non-blocking I/O model, enables scalability and efficient handling of concurrent data requests. Its vibrant open source ecosystem provides libraries and frameworks for streamlined development and enhanced functionality. React.js, with its component-based architecture and virtual DOM, facilitates reusability, modular development, and responsive user interfaces. These features improve user engagement and ensure a smooth experience while interacting with the tool.
Columnar databases offer performance advantages by optimizing data retrieval and aggregation. They employ efficient compression techniques, reducing storage requirements and minimizing the storage footprint. This ensures that self-service reporting remains fast and efficient, even when dealing with large volumes of data.
Data security and role-based access are critical considerations in creating a self-service reporting tool. Open source tools, combined with authentication and authorization mechanisms, provide robust security features. Node.js and React.js enable the implementation of role-based access controls, ensuring that users only have access to the data and reports relevant to their roles and permissions. This maintains data governance and safeguards sensitive information.
A Data Lake is also being created that will collect data from the entire enterprise, including ERP, CRM, SCM, Planning and other functional applications, and present a single unified interface for data visualization. It will serve as a single source of truth for the entire enterprise.
Singapore to remove One-Time Passwords from Bank Accounts
According to the Monetary Authority of Singapore, clients who utilise secur...
Is 375 million Airtel subscribers database breached?
When a hacker claims to have accessed and put up for sale a customer databa...
The government of India intends to construct a single portal f
A single portal will be launched by the Indian government to list all of it...
OpenAI offers GPT-4o, a faster model available to all users at
GPT-4o, a faster and more sophisticated AI model, is made available to all...
LENOVO INDIA PVT. LTD.
FIRE BOLTT
DRUVA SOFTWARE PVT. LTD.
AMARA RAJA POWER SYSTEMS LTD.
Icons Of India : ASHISH KUMAR CHAUHAN
Ashish kumar Chauhan, an Indian business executive and administrator, ...
Icons Of India : Harsh Jain
Harsh Jain, the co-founder of Dream 11, the largest fantasy sports web...
Icons Of India : Dilip Asbe
At present, Dilip Asbe is heading National Payments Corporation of Ind...
C-DOT - Center of Development of Telematics
India’s premier research and development center focused on telecommu...
ITI - ITI Limited
ITI Limited is a leading provider of telecommunications equipment, sol...
NSE - National Stock Exchange
NSE is the leading stock exchange in India....
Indian Tech Talent Excelling The Tech World - Soni Jiandani, Co-Founder- Pensando Systems
Soni Jiandani, Co-Founder of Pensando Systems, is a tech visionary ren...
Indian Tech Talent Excelling The Tech World - Satya Nadella, Chairman & CEO- Microsoft
Satya Nadella, the Chairman and CEO of Microsoft, recently emphasized ...
Indian Tech Talent Excelling The Tech World - Lal Karsanbhai, President & CEO, Emerson
Lal Karsanbhai, President and CEO of Emerson, assumed the leadership i...