Movement and planning.
WHERE IT HELPS
Route optimisation Demand forecasting Inventory planning
Document processing: customs, bills of lading, invoices
Delay prediction
ROUTE OPTIMISATION
An established application with clear value, particularly for multi-drop delivery.
FOR NIGERIAN OPERATIONS
Route optimisation depends on map data quality, which varies.
Test against routes you know before relying on it.
DEMAND FORECASTING
Works where you have history and patterns are stable.
Fails when conditions change fundamentally, which happens.
FOR DOCUMENT PROCESSING
Customs and shipping documentation is repetitive and high-volume.
Extraction is genuinely valuable. Verify every figure and code.
WHAT ERRORS COST
A wrong classification code or declared value causes delays, penalties and inspections.
WHAT MUST REMAIN HUMAN
Compliance declarations Anything with customs or regulatory effect
FOR SMALLER OPERATORS
The gains are in documentation and planning, not in sophisticated optimisation.
