Arjun works with enterprise clients to design data programs that survive contact with reality — legacy systems, procurement cycles, and all. He writes about integrating external data without creating new silos.
The last mile of market intelligence is unglamorous and decisive: how data actually reaches the systems where decisions happen. Delivery design notes for API, warehouse and hybrid patterns.
Category-level dashboards tell you the market moved. Attribute-level data tells you how, where, and what to do about it. Inside the discipline of turning messy public catalogs into product understanding.
