Evaluating only Portcast’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
Portcast founded in Singapore to predict vessel ETAs using ML and AIS data
FUNDING
Raised $3.5M from Wavemaker Partners and SGInnovate for predictive ETA platform
PIVOT
Pivoted to carbon emissions tracking as major carriers launched free competing ETA APIs
SHUTDOWN
Ceased operations after failing to retain enterprise accounts due to free carrier API competition
Full Analysis
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Documented cause
Portcast raised $3.5M in 2021 from Wavemaker Partners to provide AI-powered vessel arrival prediction and port congestion forecasting for supply chain teams. The product faced an existential challenge when major carriers Maersk, MSC, and CMA CGM launched their own tracking APIs in 2022-2023, offering free real-time ETA data. Unable to compete on data freshness or carrier relationships, and with Portcast's enterprise contracts up for renewal in 2024, the company was unable to retain key accounts and ceased operations in March 2024.
Lesson
“Predictive logistics SaaS built on third-party carrier data is structurally exposed when carriers internalize the product.”