Hard constraints
Safety and service eligibility cannot be relaxed
Governed workflow design
Logistics execution
Optimisation
Route and Drayage Optimisation
A low headline rate can become an infeasible movement once cut-offs, equipment, service windows, port restrictions and drayage capacity are applied. Teams need comparable, constraint-valid options. Ralixar keeps model assistance behind confidence gates and authorised review.
GOVERNANCE
Confidence-gated intelligence
A recommendation is withheld when essential inputs are missing, no feasible plan exists or top options are too close under configured tolerances.
The problem
Disconnected evidence creates avoidable review work.
A low headline rate can become an infeasible movement once cut-offs, equipment, service windows, port restrictions and drayage capacity are applied. Teams need comparable, constraint-valid options.
Trade-offs
Cost, transit, reliability and emissions stay visible
Governed workflow design
Human award
A planner approves the committed route and partner
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.
Optimisation
Technique in plain English
Constraint optimisation searches feasible combinations and scores trade-offs; it does not relax hard safety, regulatory or service rules.
Inputs
- Cargo, equipment and handling needs
- Rates, schedules and service validity
- Port, terminal, CFS and drayage constraints
- Pickup, delivery and cut-off windows
Confidence gate
A recommendation is withheld when essential inputs are missing, no feasible plan exists or top options are too close under configured tolerances.
Rules fallback
Rules-based route templates and manual comparison remain available; hard constraints are applied before any option is shown.
What the human decides
A planner chooses the route, carrier and transporter, accepts commercial trade-offs and authorises booking or dispatch.
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.
Route constraints
The World Bank Logistics Performance Index treats infrastructure, shipment arrangements and timeliness as distinct logistics dimensions.
World Bank Logistics Performance IndexIndia network
PM GatiShakti frames multimodal infrastructure planning through integrated data.
DPIIT — PM GatiShaktiDecision support
Optimisation ranks valid alternatives; planners remain accountable for commercial commitments.
Ralixar routing 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.
Predictive ETA and Visibility
Reforecast the approved route from live events.
ML Prediction
Learn moreContainer Load Planning
Align equipment selection with physical load constraints.
Optimisation
Learn moreDemurrage and Detention Prevention
Prioritise movements at risk of free-time exposure.
ML Prediction
Learn more