A mobile app that takes inputs — room temperature (current and forecasted overnight low), baby's age, skin sensitivities, and available sleep sacks/clothing — and outputs a precise dressing recommendation with TOG guidance. It integrates with smart home thermostats and weather APIs^? to proactively alert parents before bedtime if conditions require a clothing change, eliminating middle-of-the-night guesswork.

Smart baby monitors (like Owlet) have normalized data-driven infant care, creating a ready audience for companion tools that close the loop between temperature data and actionable dressing guidance. Millennial and Gen Z parents are highly app-reliant and willing to pay for products that reduce infant sleep anxiety.