Articles & Field Notes
Writing
Hard-won observations on commercial AI, sales recovery systems, and operating businesses in high-friction environments.
Why most businesses don't need more leads
Most businesses believe they have a lead generation problem. In reality, they have a follow-up and response-time hemorrhage that quietly costs them a fortune.
AI won't replace your sales team. But this might.
The narrative that AI will eliminate human sales reps misunderstands how trust works. But AI will ruthlessly eliminate the teams that fail to automate the mechanical 80%.
What building real businesses taught me about AI
Silicon Valley builds AI for tech workers with twelve tabs open. Building businesses in India teaches you that software must live inside existing daily habits to survive.
Why WhatsApp could become India's most important business operating layer
In the West, email and specialized SaaS rule enterprise workflows. In India, WhatsApp is not just a chat app — it is the defacto operating system for trade, trust, and closing.