Finalytica Jan 2025: Latest Happenings

Trends & Forecasts for AI, Data Analytics & Fintech world in Year 2025

Market Growth and Projections

India’s IT and Analytics Market Growth:

India’s IT spending is set to surpass $130 billion by 2025, growing at a 12% CAGR, driven by advancements in AI, analytics, and fintech innovations, as per Gartner.

Finalytica Dec 2024 – Latest Happenings

Recap of the Year 2024: AI, Gen AI, BI & Data Analytics Industry

We recap the year 2024 in retrospective looking at how the AI, Gen AI, Data Analytics & BI Industry panned out last year. The key pointers & takeaways are taken from published research and articles from renowned market research and consulting firms globally and in India.… Continue reading

Fund Transfer Pricing (FTP): Methodology & Use cases for Financial Institutions

I. What is Fund Transfer Pricing?

Funds Transfer Pricing (FTP) is a sophisticated methodology employed by financial institutions to accurately attribute profitability to their diverse funding sources and applications. By leveraging FTP, banks and other financial organizations can gain invaluable insights into their operational strengths and weaknesses, informing strategic decisions to optimize performance and maximize returns.… Continue reading

Finalytica Latest Happening – October 2024

OpenAI’s AI Model “Orion” Announcement: OpenAI is preparing to release its next AI model, codenamed “Orion,” by December 2024. This development is part of OpenAI’s ongoing efforts to enhance its generative AI capabilities.

Artist Opposition to AI Training: Over 10,500 artists signed an open letter condemning the unlicensed use of their works to train AI models.… Continue reading

Text-to-SQL Prompt Engineering

Introduction

Text-to-SQL aims to narrow the gap between database systems and business users by automating the conversion of natural language queries into SQL commands. By utilizing the capabilities of Large Language Models (LLMs), it enhances the Text-to-SQL process, thereby enhancing data processing efficiency and enabling a range of applications including automated data analysis, intelligent database services, and streamlined query responses.… Continue reading

September 26, 2024

Best of G-Square’s Knowledge Series & Experiential Learning articles of the Year 2023

1. Enhancing Credit Facility In Credit Cards through ML Modelling

Predictive modelling using 12 months of historical data to identify credit card customers likely to convert retail balances to instalments. Utilize 6000 features for targeted marketing campaigns, enhancing customer engagement through channels like emails and push notifications.… Continue reading

Finalytica November 2023: Reactivation of Inactive Customer base through ML

Reactivation of Inactive Customer base through ML

Introduction

In the retail funds & Investments industry, one of the key challenges is to retain and grow the customer base, especially in the context of increasing competition and changing customer preferences. One of the strategies to achieve this goal is to activate existing inactive or partially inactive customers through cross-sell and upsell of products and services to existing customers, based on their needs and preferences.… Continue reading

Finalytica, Oct 2023: Knowledge Series: Leveraging Large Language Models (LLMs) in enhancing Business Value

Utilizing Large Language Models (LLMs) in enhancing Business Value

Introduction

This comprehensive article explores the transformative applications of Large Language Models (LLMs) in the realms of text summarization, language enhancement, and structured data analysis for businesses. We delve into how LLMs work, their practical usage, and their significance in summarizing content from PDF and HTML files.

Finalytica, Sept 2023: Knowledge Series: Using Snowflake for Data Warehousing and Analytics

Utilizing Snowflake for Data Warehousing and Analytics

Introduction

Let’s look at Snowflake’s features, benefits, real-world applications, and its potential to transform the world of data warehousing and analytics.

About Snowflake

Snowflake is a cloud-based data warehousing solution that blends traditional data warehousing with cloud flexibility.

Experiential Learning: Unleashing the Potential of Databricks

Understanding and utilizing Databricks for Advanced Data Analytics

Introduction:

In the ever-evolving landscape of data analytics, emerging technologies continually reshape the way we handle and analyze data, offering efficient, scalable, and powerful solutions. Among these innovations, Databricks stands out. In this blog, we will take you through the world of Databricks, exploring its features, benefits, use cases, and how it can revolutionize the way we approach data engineering and data analytics.

Experiential Learning: Neural Networks in Sales Modelling

Experiential Learning: Neural Networks in Sales Modelling

Background

In our regular sales modeling for clients, we primarily relied on traditional algorithms such as random forest and XGBoost models due to the tabular nature of our data and the success we achieved with these models.… Continue reading