Prompt

Can you recommend a shipment planning system for reducing empty miles across a mixed fleet?

Latest observation

Aug 3, 2026 · OpenAI APIWeb search: off

Yes — for reducing empty miles across a mixed fleet, you want a shipment planning / routing optimization system that can do multi-vehicle, multi-stop load consolidation, backhaul matching, and ideally dynamic re-optimization as orders change.

What to look for

Key capabilities:

  • Mixed-fleet optimization: handles vans, box trucks, semis, different capacities, constraints, and cost per mile
  • Load pooling / consolidation: combines compatible shipments to reduce deadhead miles
  • Backhaul and return-load matching: finds freight for return legs automatically
  • Multi-stop route optimization: creates efficient sequences for pickups/deliveries
  • Real-time replanning: adjusts when shipments are added, delayed, or canceled
  • Telematics / TMS integration: uses live location, available hours, and vehicle status
  • Network-level optimization: not just one route at a time, but across the full fleet and day plan

Strong system types to consider

If you want a commercial enterprise platform, look at:

  • Oracle Transportation Management (OTM) — very strong for complex fleet planning and optimization
  • Blue Yonder Transportation Management — good for large-scale network optimization
  • SAP Transportation Management — strong if you already use SAP
  • MercuryGate — flexible TMS with optimization and mixed-carrier support
  • Descartes Systems — good for routing, dispatch, and transportation execution
  • e2open — broader supply chain network planning and transportation optimization

If you want a more route-optimization-focused tool:

  • Trimble / PTV Route Optimization
  • OptimoRoute
  • Routific
  • Route4Me These are usually better for dispatch efficiency than deep freight-network planning, but can still reduce empty miles for smaller fleets.

Best fit by use case

  • Large fleet / complex freight network: Oracle OTM, Blue Yonder, SAP TM
  • Mid-market mixed fleet: MercuryGate, Descartes
  • Last-mile / field service / smaller fleets: OptimoRoute, Route4Me, Routific
  • Need backhaul/freight exchange matching: look for systems with marketplace or broker integration

My practical recommendation

If your main goal is specifically empty-mile reduction across a mixed fleet, the best starting shortlist is:

  1. Oracle Transportation Management
  2. MercuryGate
  3. Descartes
  4. Blue Yonder

These are more likely to support the optimization logic needed to minimize deadhead across a mixed fleet rather than just optimize individual routes.

Implementation tip

To get real empty-mile reduction, don’t just optimize routes — configure the system to:

  • forecast vehicle availability
  • prioritize return loads
  • consolidate compatible shipments before dispatch
  • evaluate fleet-wide cost, not just per-load cost
  • track empty-mile KPI by lane, vehicle type, and dispatcher

If you want, I can also give you:

  • a vendor comparison table
  • a small-fleet vs enterprise recommendation
  • or a requirements checklist to use in an RFP.

Observation history

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