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Agentic AI–Enabled Transportation

Plan, execute, and optimize freight with autonomous, policy‑aware agents

Reduce cost‑to‑serve, improve OTIF, and shrink empty miles. Our agents learn from every load while keeping decisions explainable and guardrailed.

Executive Summary

Transportation networks are more volatile than ever—capacity swings, weather and traffic disruptions, port congestion, compliance changes, and higher sustainability expectations. Traditional TMS + manual intervention can’t keep up. Our agentic AI augments your TMS with autonomous, guardrailed agents that predict, decide, act, and explain across planning, tendering, routing, execution, exceptions, freight audit & payment, and claims—delivering lower freight cost, higher service reliability, and a greener, more resilient network.

Why Now (CPG & Retail Context)

  • Promotion & seasonal spikes: Rapid volume swings and lane volatility stress capacity and service.
  • Omnichannel complexity: DC, store, marketplace, and DTC flows with tighter appointment windows.
  • Carrier fragmentation: Long‑tail partners, variable acceptance, and inconsistent status visibility.
  • Shrink & dwell: Dwell, detention, and fines erode margins; appointment adherence is critical.
  • Sustainability: Emissions targets require smarter consolidation, modal shift, and reporting.

What We Offer

Dynamic Planning & Load Building

Consolidation that respects service windows, cube/weight, and carbon impact.

Carrier Sourcing & Tender Optimization

Policy‑aware award logic balancing cost, service, and acceptance risk.

Live Visibility & ETA Intelligence

Sensor/GPS/telematics fusion for accurate ETAs and proactive alerts.

Exception & Recovery Orchestration

Preempt failures (weather/traffic/terminal), propose reroutes, coordinate stakeholders.

Dock & Yard Scheduling

Automated appointment negotiation to reduce dwell and detention.

Claims, Freight Audit & Payment

Auto‑validate 3‑way (contract/tender/invoice), detect overcharges, triage claims.

Sustainability & Emissions

Per‑shipment CO₂e estimation, modal alternatives, and carbon reduction playbooks.

Control Tower Dashboards

OTIF, cost/ship, empty miles, tender acceptance, dwell, claims, carbon/ton‑km.

The Transportation Lifecycle — Reimagined with Agentic AI

  1. Demand & Forecast Ingestion — Orders, ASN, promotions, and constraints roll into the horizon.
  2. Network & Mode Selection — Simulate cost‑to‑serve vs. SLA; propose parcel/LTL/TL/intermodal/air.
  3. Load Building & Consolidation — Cube/weight/stop sequencing + appointment windows; carbon‑aware.
  4. Carrier Sourcing & Tendering — Multi‑round digital tendering, award scenarios, acceptance scoring.
  5. Execution & Tracking — Real‑time telematics/EDI/API status; ETA confidence and exception triage.
  6. Exception & Recovery — Rapid re‑plan for weather/traffic/equipment; customer comms & re‑promise.
  7. Dock & Yard — Appointment negotiation, gate moves, yard slotting, turn‑time optimization.
  8. Freight Audit & Payment — Contract validation, accessorial checks, dispute automation.
  9. Claims & Returns — Root‑cause clustering; evidence packaging to accelerate resolution.
  10. Analytics & Improvement — Lane scorecards, carrier performance, playbooks that learn.

Pain Points → Agentic AI Solutions

Unreliable ETAs → ETA Engine

Fuses traffic, weather, and stop history to predict risk and trigger recovery.

Detention & Dwell → Appointment Agent

Negotiates slots, sequences stops, and reduces wait time and fines.

Low Tender Acceptance → Tender Optimizer

Balances primary/backup awards with acceptance propensity modeling.

High Empty Miles → Load Builder

Finds backhauls and continuous moves within constraints.

Invoice Errors → Freight Audit Agent

Auto‑validates, flags anomalies, and assembles evidence for disputes.

Claims Backlog → Claims Triage

Clusters root causes, packages evidence, and proposes settlement paths.

Carbon Targets → Emissions Optimizer

Models modal shift, consolidation, and routing to cut CO₂e.

Outcomes & KPIs We Target

  • ↓ Transportation cost per shipment / per cwt
  • ↑ OTIF & on‑time pickup
  • ↓ Empty miles / ↑ trailer utilization
  • ↓ Detention & dwell minutes
  • ↑ Tender acceptance; ↓ spot reliance
  • ↓ Claims rate and cycle time
  • ↓ CO₂e per ton‑km

Our Transportation Accelerators

Available today as services, evolving into modular products.

ETA & Risk Scoring Engine

Predictive ETAs with confidence scoring and exception triggers.

Tendering & Carrier Co‑Pilot

Digital tendering, award simulation, and acceptance propensity.

Carbon‑Aware Load Builder

Consolidation objectives that include CO₂e and service.

Exception & Recovery Agent

Autonomous re‑plan and stakeholder coordination.

Dock & Yard Scheduler

Automated appointment negotiation and yard orchestration.

Freight Audit & Payment (FAP)

3‑way validation, accessorial checks, and dispute automation.

Claims Triage & Evidence Packager

Root‑cause clustering and evidence assembly.

Control Tower & Scorecards

OTIF, cost/ship, empty miles, dwell, claims, and emissions.

Integration Library

TMS/WMS/ERP, EDI 204/990/214/210, telematics/GPS, map/traffic APIs.

Integration & Architecture (at a glance)

Data Sources

TMS/WMS/ERP, EDI (tender, status, invoice), telematics/ELD, carrier APIs, map/traffic, weather.

Agentic Layer

Decisioning, validation, orchestration with explainability and human‑in‑the‑loop controls.

Surfaces

Planner/dispatcher worklists, exception queues, supplier/carrier portals, APIs/webhooks.

Observability

Metrics, logs, traces; unified audit store and policy registry.

Implementation Approach

1

🔍 Assess → Align

Map lanes, constraints, carrier mix, and KPIs; identify quick‑win lanes and exception hotspots.

2

🛡️ Design → Guardrail

Target architecture, guardrails, and integration plan; define pilot scope and value hypotheses.

3

Pilot → Prove

8–12 week lane/category pilot with success criteria (OTIF, cost/ship, dwell, spot %).

8–12 weeks
4

🚀 Scale → Operate

Expand to additional regions/modes, enable dashboards, embed change management and training.

Security, Risk & Compliance

  • Data protection: Encryption in transit/at rest; strict RBAC and least‑privilege access.
  • Operational controls: Audit trails for carrier awards, reroutes, and payments.
  • Model governance: Versioning, drift monitoring, human override, and explainability.
  • Regulatory alignment: Hours‑of‑Service awareness where applicable; retention & evidence for disputes.

FAQs

How do you integrate with our TMS and carriers?

Pre‑built connectors and EDI/API bridges; we align to your master data and security model.

Do you replace our TMS?

No. We augment your TMS with agentic capabilities and control‑tower visibility.

What data do you need to start?

Recent shipment history, carrier contracts/rates, lane calendars, appointment policies, and status events.

How is ROI measured?

Baseline KPIs (cost/ship, OTIF, dwell, empty miles, spot %) with tracked deltas across pilot and scale‑out.

Ready to modernize transportation?

Let’s review your network and outline a pragmatic path to a low‑touch, high‑control operation.

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