Built against the ten problems.

Each one works on seed data — tap in, click around, see the signature element in action. Same spine underneath all ten: honest labeling, the patient-teacher “why?”, one editorial language.

All figures are seed/modeled data for the prototype. Production builds wire the real sources noted in each app and respect the Phase-2 gates (PHI, money rails) before going live.