One timeline
Carrier, port, customs and partner events are normalised
Governed workflow design
Visibility and exceptions
ML Prediction
Predictive ETA and Visibility
Carrier, terminal, customs and surface milestones arrive with different names, timing and completeness. A published schedule alone cannot explain current arrival, dwell or hand-off risk. Ralixar keeps model assistance behind confidence gates and authorised review.
GOVERNANCE
Confidence-gated intelligence
Stale, contradictory or sparse events lower confidence and surface a review state; forecasts never overwrite confirmed milestones.
The problem
Disconnected evidence creates avoidable review work.
Carrier, terminal, customs and surface milestones arrive with different names, timing and completeness. A published schedule alone cannot explain current arrival, dwell or hand-off risk.
Freshness shown
Every prediction states when its inputs were last observed
Governed workflow design
Rules continue
Confirmed events remain the system of record
Governed workflow design
The AI under the hood
A named technique behind an explicit control boundary.
The model has a bounded job. It does not own the workflow or decide what a person must do.
ML Prediction
Technique in plain English
Time-to-event and sequence models estimate arrival and dwell from current milestones, route history and operating context.
Inputs
- Planned route and carrier schedule
- Observed carrier, port and customs events
- AIS or surface movement signals where available
- Historical lane, terminal and dwell patterns
Confidence gate
Stale, contradictory or sparse events lower confidence and surface a review state; forecasts never overwrite confirmed milestones.
Rules fallback
Published schedules, confirmed events and deterministic lateness thresholds continue to drive the timeline when prediction is unavailable.
What the human decides
An operator accepts operational changes, communicates commitments and instructs carriers, CHAs, warehouses or transporters.
Evidence and expected outcomes
Industry evidence, not invented product proof.
Each item states its source class and boundary. Ralixar is pre-launch; these figures do not claim customer outcomes.
Standard events
DCSA publishes track-and-trace standards for interoperable container-shipping events.
DCSA Track & Trace standardsIndia visibility
ULIP is designed to connect logistics data across Indian government systems.
National Logistics Data Services — ULIPForecast, not fact
Predicted times remain qualified estimates beside confirmed source events.
Ralixar visibility control designModules involved
One workflow across a shared shipment record.
Each module works on the same evidence, event and decision history.
Related solutions
Continue through the same operating record.
Demurrage and Detention Prevention
Connect forecasts to free-time exposure.
ML Prediction
Learn moreRoute and Drayage Optimisation
Re-plan feasible movement options.
Optimisation
Learn moreConversational Analytics
Ask governed questions of milestone performance.
LLM Single-shot
Learn more