Evaluating only Numina’s profile at its peak — without knowing the outcome — the model ranked Competition as the #1 likely cause. Documented cause: External shock.
Key Events Timeline
FOUNDING
Rachel Steinberg and Taber Khimji founded Numina to bring AI street sensing to city planning.
PRODUCT LAUNCH
Deployed sensors in NYC DOT pilots counting pedestrians and cyclists anonymously.
FUNDING
Raised additional funding after Detroit and other city contracts, totaling ~$7M.
SHUTDOWN
Wound down in late 2023 after failing to convert pilots to long-term municipal contracts.
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Documented cause
Numina built AI-powered street sensors to anonymously count pedestrians, cyclists, and vehicles for city planners. The company raised approximately $7 million, winning contracts in NYC and Detroit. However, post-pandemic budget cuts in municipal tech departments and growing public resistance to street surveillance sensors eroded the pipeline. Numina wound down operations in late 2023, citing inability to scale sales beyond pilot projects.
Lesson
“Urban sensing must solve budget timing and public trust simultaneously or face slow death.”