Blog
Thoughts, stories, and insights on business, technology, and life's adventures

CTRM Meets AI: From Transaction Management to Intelligent Decision Making
CTRM systems have been helping commodity businesses manage trades, contracts and risk for years. But they still depend heavily on people to interpret documents, validate invoices and investigate exceptions. In my experience, that's where AI can make the biggest difference - not by replacing CTRM, but by taking away repetitive work and helping teams make quicker decisions.
TechnologyAI Giants Betting Big on India: The Rise of Free AI Plans and What It Means for Users
Global AI companies offer free access in India. Explore what it means, user reactions, and the future of AI adoption in India.
Social ImpactFixing the Basics: What Dunguripali Teaches Us About Rural Infrastructure in Odisha
Dunguripali in western Odisha reveals the urgent need for basic infrastructure upgrades—from planned bus bays and shaded waiting areas on NH 26, to better healthcare, water supply, reliable power, and digital connectivity.
TechnologyChat-GPT Go in India: What It Is, How It Works, and Why UPI Makes It Stick
ChatGPT Go lands in India with UPI micro-subscriptions, smart Indian pricing, decent AI power- Let's see why this could be OpenAI's big bet.
BusinessFrom Bored to Boardroom: Lessons from CTRM That Every Business Leader Should Know
Discover how CTRM principles are shaping smarter business decisions beyond the trading floor. Learn key leadership lessons from risk management, volatility, and real-time decision-making.