Stream Drivers
Interactive
60 cm (Grounded)
300 cm (Full Draft)
64%
Max Barge Intake Cap
0
Barges At Grounding Risk
3.2 h
Avg Dispatch Delay
Note Exception
Most Volatile Stream
Forwarder Dilemma Analysis:
While river water level gauge data determines physical barge draft headroom, the single most difficult input stream to keep actionable in practice is Terminal & Customer Exception Notes. Unstructured human notes (e.g. "Terminal berth 3 crane breakdown", "Customs hold on container 40B") bypass automated telematics, creating unseen operational blindspots that invalidate carrier ETAs before gauge readings even change.
Input Volatility Index
Audit
Real-Time Exception Feed
💡 Key takeaway for forwarders: Automated hydro-data APIs solve gauge latency, but unstructured qualitative noise remains the primary bottleneck for automated dispatch systems.