Evaluating only Site 1001’s profile at its peak — without knowing the outcome — the model ranked Competition as the #1 likely cause. Documented cause: Market collapse.
Key Events Timeline
FOUNDING
Site 1001 founded in Chicago targeting AI-driven predictive maintenance for large facilities.
FUNDING
Raises $6M Series A; signs pilot contracts with three Fortune 500 facility operators.
REGULATORY ACTION
COVID-19 lockdowns freeze all facility capex budgets; existing pilots suspended, no new deals close.
SHUTDOWN
Site 1001 ceases all operations and lays off remaining 30-person team after runway exhaustion.
Full Analysis
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Documented cause
Site 1001 developed an AI-driven facility and construction management platform targeting large facility operators. After raising approximately $8M, the company struggled with lengthy enterprise sales cycles and high integration costs with incumbent CMMS platforms. COVID-19 in March 2020 froze facility management budgets industry-wide, eliminating the company's pipeline virtually overnight. By Q3 2020, Site 1001 had shut down operations and laid off its remaining 30-person team.
Lesson
“Facility management SaaS must maintain 12-month runway buffers against cyclical budget freezes.”