Industry · Logistics & supply chain

Margins live in dispatch, routing and the exceptions in between

Logistics runs on thin margins and constant exceptions. We build optimisation and agents that improve dispatch, routing and exception handling, and document automation that keeps freight moving through customs and compliance.

Regulatory context
Customs and GST e-way bill rules, carrier and port documentation, DPDP for customer data
Data you already have
TMS and WMS, telematics, order and shipment events, customer emails
Start with
6-week exception-handling agent on one lane or customer
Talk about a logistics pilot

Dispatch & route optimisation

Models that assign and sequence loads against time windows, capacity and cost, with dispatchers overriding where they know better.

  • Live re-planning on delays
  • Driver and vehicle constraints
  • Fuel and cost reporting

Exception & delay handling agents

Agents that detect late or stuck shipments, contact carriers and customers, and propose recovery options for a person to approve.

  • Event monitoring across systems
  • Proactive customer updates
  • Escalation playbooks

Demand forecasting

Forecasts by lane, product and customer that drive capacity, inventory and pricing decisions, with accuracy tracked every cycle.

  • Hierarchical forecasting
  • Seasonality and promotion effects
  • Planner-facing dashboards

Document automation for customs & freight

Extraction and validation of invoices, packing lists, bills of lading and customs declarations, cutting clearance delays and penalties.

  • Multi-format document extraction
  • Rule checks before filing
  • Audit trail per shipment

Tell us the problem. We'll tell you if AI is the answer.

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