Robo Analytics

As data driven analytics get more integrated into a business, the need for proper communication of insights to the large workforce of an organization is of prime importance. Not all data scientists have the time to communicate the findings to an organizations workforce at various levels. Through a robo analytics solution we can cater to the need of the organizations to create data driven documents on a large scale. A robo analytics solution automatically generates insights from data presents in a natural language. The process of natural language generation goes about understanding the different types of insights possible from the given data. Some sample categories of insights that can be generated by a Robo Analytics tool are: 1. Time series analysis, 2. Single Variable/Factor Analysis 3. Cross Relationships between factors Data is analysed using machine learning and AI techniques. After automated analysis, we form meaningful sentences out of the different type of insights. It is not just enough to generate insights, it is indispensable for an efficient insight generation or natural language generation platform, to rank the plethora of insights generated according to whether: 1. The insights are significant or not based on data: This significance is determined through deviation which can be input from the business for example, a 20% jump in sales during the recent year was a significant jump hence the insights generated out of it should be classified as significantly high insight. 2. The significance of importance to user: The latter involves identifying insights that are important rom the user’s perspective. This part will involve modelling to understand the type of information pertinent to the user. Essentially this will generate an automated insight generation platform on the basis of machine learning concepts of modelling, predicting the important insights ranking, changing input parameter and remodelling based on user feedback. Narrator does all of this in a seamless way.

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Narrator is a Robo-analytics tool, which highlights the topmost actionable business insights in smart visualizations, dashboard and narrates them in natural language (English).

The business users or analytics teams get the pulse of the business on a real-time basis using the tool. Through actionable & prescriptive insights, necessary action can be taken to grow the business through digital campaigns or management intervention.

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Narrator throws smart visualization and dashboards of the business performance based on the given data and & the important factors driving the business

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The tool analyses various business factors individually in conjunction with other factors and over a period of time

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Insights from narrator can lead to identification of gaps, opportunities, strategies, and specific action points thus leading to business growth

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The solution is a combination of smart visualization, dashboards, customised reports, narration of insights and an interactive bot in one single tool.

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The tool can analyse volumes of data on a real time basis for immediate analysis and outputs

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The tool gives actionable insights in natural language along with data and graphs for the user to get a pulse of the business.

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Narrator saves a lot of precious time and resources for an organisation as it provides automated analytics solutions on the go

About G-square

G-Square Solutions Pvt. Ltd. works in the Big Data Analytics & Business Intelligence space in the Financial services and Fintech space. We have made a mark in the Analytics Industry working for reputed Banks, NBFCs, Fintech, Asset Management, Insurance and Wealth Mgmt cos.

G-Square was recently awarded the Analytics services company of the year at Analytics India summit held in Bangalore in September 2016

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