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🚀 Transforming the Pre‑Deal Process in CTRM: How AI, GenAI, and Mobile Apps Are Redefining Front‑Office Efficiency
Commodity trading has always been a race against time. Markets move fast, counterparties expect instant responses, and traders rely on accurate, real‑time insights to make profitable decisions. Yet, in many organizations, the pre‑deal process — the critical workflow before a trade is executed — remains slow, manual, and fragmented across emails, spreadsheets, and legacy systems.…
The Future of Commodity Trading: How AI is Reshaping CTRM
The world of commodity trading is in constant motion, driven by volatile markets, intricate logistics, and ever-evolving risks. For years, Commodity Trading and Risk Management (CTRM) systems have been the backbone of this industry, helping firms manage the complexities. But what if these systems could do more than just manage? What if they could predict,…
AIS-Not a blue dot anymore…
In the 2026 commodity landscape, AIS (Automatic Identification System) data is no longer just a “tracking” feed; it is the fuel for predictive logistics. By integrating AI-driven vessel intelligence into a CTRM, trading firms can move from reactive scheduling to proactive profit protection. Here are the specific elements of AI-enhanced vessel tracking and how they…
From FoxPro to Snowflake: Reflections on a Decade in Agri-Tech
In just two months, I will mark a significant milestone: my 10-year anniversary with Olam Information Services Private Limited.20 years in technology is a lifetime. When I first started this journey, the landscape looked very different. We were solving problems using FoxPro, Visual Basic, ,net and WCF, often relying on heavy Excel workflows to manage…
CI/CD Pipeline Visual Guide
🚀 Mastering Modern Software Delivery: Your CI/CD Pipeline Guide Whether you’re a developer, a DevOps specialist, a tester, or involved in any modern IT role, CI/CD pipelines have become an integral part of the software development process. They are the engine that drives efficient, rapid, and reliable software delivery. This visual guide is designed to…
Deciphering the Stack: A 9-Layer Map of Modern Software Architecture 🗺️
Building modern software is a lot like constructing a complex skyscraper . It’s not just one big block of code; it’s a meticulously planned structure made up of interconnected layers, each specializing in a vital function. Understanding these layers is key to designing, developing, and scaling robust applications. Here’s a breakdown of the 9 essential…
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