Finalytica 2026: Latest Happenings
Agentic AI Is Officially the Next Big Shift
The biggest change in the past few weeks is the rapid move toward agentic AI systems that don’t just generate content but can plan, reason, and execute tasks autonomously. According to the Boston Institute of Analytics (February 2026), the industry narrative is shifting from last year’s generative boom to what experts are calling “agentic mastery.”
Public Sector Banks Quietly Scale GenAI
A major but relatively under-the-radar development came from India’s public banking sector.… Continue reading
Finalytica Feb 2026, Experiential Learning: A Macro Framework for Forward-Looking PD Modeling at Account-Level
Introduction:
Credit risk modeling has evolved significantly over the years. Traditional Probability of Default (PD) models relied heavily on historical default experience across risk segments. However, with regulatory and accounting requirements increasingly demanding forward-looking risk assessment, incorporating macroeconomic information into PD estimation has become essential.… Continue reading
Finalytica Oct, 2025 – Latest Happenings
- Global Fintech Fest 2025 puts AI in the spotlight. Held in Mumbai this October, the Global Fintech Fest showcased how AI is redefining digital payments, lending, and fraud prevention. Industry leaders from NPCI and global banks emphasized that the future of fintech lies in intelligent automation and real-time analytics.
Finalytica Oct 2025, Experiential Learning – Fixed Income Modeling – 15× Faster Using Python and Numba
Introduction:
In finance, both speed and accuracy matter a lot. When pricing portfolios, we often need to project thousands of future cash flows considering interest, defaults, prepayments, and reserves across multiple investor tranches.
These calculations are usually done in Excel using complex formulas and macros.… Continue reading
Finalytica Mar 2025, Experiential Learning – Cloud-Based Data Warehousing
Setup of a Cloud-Based Data Warehousing Solution on AWS for a South Asian Bank
Introduction
For Banks and large financial Institutions, consolidating data plays a crucial role in decision-making and strategic planning. One of our banking clients faced significant challenges in managing their scattered data infrastructure and they had a manual reporting process.… Continue reading
Finalytica Mar 2025 – Latest Happenings
1. AI & Machine Learning in Banking
- Banks are leveraging AI-powered credit models to refine risk assessment and accelerate loan approvals.
- AI-driven customer service tools are reducing response times by 50%, enhancing user experience.
(Source: McKinsey & Company, 2025)
2.
… Continue reading
Finalytica Feb, 2025 – Lastest Happening
- The rapid waves triggered by Agentic AI have fostered a $5.1 Bn market around the world, which is on course to surpass $47 Bn by 2030, averaging more than 44% growth rate. Reports suggest India has a high AI adoption rate, with some stating it accounts for around 40% of global AI agent deployments as per Inc42.
Finalytica Feb, 2025 – How Agentic AI is Transforming Data Analytics and Decision-Making
A special kind of AI framework called Agentic AI framework promises to apply decision-making in real time, thus preparing organizations for the AI age. Whereas in the conventional paradigm rules yield to pre-formatting, Agentic AI actively perceives its context, gathers information, and acts.… Continue reading
Finalytica Jan, 2025: Milestones Achieved by G-Square in 2024
I. Geographic Expansion
- G-Square successfully entered the North American markets, on-boarding two new clients from this region.
- The US market, being a critical area for future growth, has become a significant focus.
- G-square also acquired an additional client in South Asia.
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
Finalytica Latest Happenings – November 2024
- The Ministry of Science and Technology on Wednesday launched India’s first Artificial Intelligence (AI) data bank that is aimed at propelling innovation and boosting the country’s national security. The initiative will provide researchers, startups, and developers access to high-quality, diverse datasets essential for creating scalable and inclusive AI solutions.