ERP, accounting systems, and financial technology
The build vs buy decision for enterprise AI isn't a technology question — it's an investment question. A PE framework for evaluating total cost of ownership, data sovereignty, competitive moats, and exit optionality.
My wife’s laptop crashed one evening. No warning, no recovery option. Years of photos, documents, and personal files — gone in an instant. What I built in response — a home lab running 30+ containers — ended up teaching me…
Most enterprise AI conversations begin with the same question: which model should we use? This is the wrong starting point. In production systems the model is often the smallest component of the architecture. The real work lies in the layers…
Most organisations are trying to deploy AI into systems that were never designed to accommodate uncertainty. Over the past two years most organisations have launched AI pilots. Very few have deployed AI systems at scale. This gap is often explained…
Most companies experimenting with AI are sending sensitive data to external APIs. Contracts. Financial models. Board resolutions. Investor reports. That works — until it doesn’t. In regulated industries, the constraint is not model capability. It is data control. Which is…
Most organizations searching for a Head of AI start with the same job description. Yet many AI programs stall for reasons that job description will never fix. The Skynet Problem When I speak to senior leaders about AI, I encounter…
The most dangerous gap in any organization is between the people who understand the business and the people who build the systems. I’ve spent 20 years trying to be the person who closes that gap. I didn’t plan to become a person who builds technology. It happened slowly, and then all at once. In 2009, […]
In 2017, India implemented the Goods and Services Tax (GST) as a comprehensive tax system that replaced several indirect taxes levied by the central and state governments, including value-added tax (VAT), excise duty, and service tax. The primary goal of GST is to simplify the tax structure and ease the tax burden on businesses and […]
Goods and Services Tax (GST) is a comprehensive tax system that was introduced in India in 2017. It replaces multiple indirect taxes that were levied by the central and state governments, such as value-added tax (VAT), excise duty, and service tax. The aim of GST is to simplify the tax system and reduce the tax […]
Summary: Over the past decade India is witnessing a Private Equity boom due to the robust economic growth and domestic demand. There is no surprise that India saw the largest deal activity in CY 2010 for the Asia Pacific region. The private equity / venture capital investments in India doubled from CY 2009 to US$ […]