Munich. Embedded by day, Nimbus by night. Validation so far: 40 interviews at bike shops and offices (coffee-bribed, hallway-style), a paper prototype (three screens, laminated, rain-tested literally), and a waiting list of 300 cyclists from one poster in twelve shops.
What I learned: cyclists do not want weather, they want the answer (ride or train? which jacket?). The prototype that showed the ANSWER converted 3x better than the one showing data. Data is homework. Answers are product.
Next: concierge forecasts for 20 riders (me, manually, 6am, two weeks). Then decide. Kill criteria written down: under 30% daily open during concierge means the idea dies and I keep the app I have. Written down, not felt.