Consumer Decision Intelligence (CDI) is an automated data studio that maps real-world consumer behavior across hyper-local city grids to help brands de-risk new product variant and regional expansions through high-velocity intelligence sprints. Instead of slow, static PowerPoint decks from traditional market research agencies, the software automatically scrapes live micro-market signals like quick-commerce dark-store stockouts, hyper-local search intent, and targeted lifestyle advertising graphs routing the data through a non-generative, deterministic mathematical model to eliminate AI hallucinations. The final intelligence is delivered via a secure interactive portal where executive teams can use sliders to adjust assumptions, simulate localized competitor price retaliation, and compare pin-code deployment trade-offs live on a map before burning capital on a physical launch. I want your honest thoughts: As a founder or marketer, would you use an automated simulation portal to validate your next micro-market launch? What is the biggest operational or technical bottleneck you see for a solo-run tech studio model like this in India?