Evaluating only Moveworks’s profile at its peak — without knowing the outcome — the model ranked Competition as the #1 likely cause. That’s exactly how it died.
Key Events Timeline
FOUNDING
FUNDING
CRISIS
SHUTDOWN
Full Analysis
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Documented cause
Moveworks built an AI-powered enterprise service desk assistant that automated IT and HR ticket resolution through natural language. It raised $315M and was valued at $2.1B. Then GPT-4 arrived and ServiceNow, Microsoft, and Salesforce all announced native AI assistants. Moveworks' differentiation collapsed overnight. ServiceNow acquired the company in 2023 for a reported $1.5B — below the peak valuation.
Lesson
“Vertical AI products must build defensibility in data and workflow integration — the NLP layer alone is not a moat in the GPT era.”