Supply Resilience

Reliability-Weighted Ocean Carrier Selection

Ocean carriers are chosen on proven reliability, not just price, so bookings go to the carriers most likely to actually deliver on time.
Shipment Twin
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Reliability-Weighted Ocean Carrier Selection

What we deliver

The Problem (Before)

Ocean carrier selection is made on cost and transit time alone, without data on which carriers actually perform against their schedules or which carrier/port combinations generate the most D&D charges.

Who feels this:

Ocean Logistics Manager, Freight Procurement Manager, Booking Planner

The Outcome (After)

AI carrier recommendation engine that incorporates live FourKites network reliability intelligence alongside cost and transit time for every ocean booking. Three strategic options: Optimal (reliability + cost + transit), Fastest (transit time priority), Cheapest (rate priority).

What makes this different:

Only carrier recommendation engine that incorporates live FourKites network reliability data (ETA accuracy, D&D generation rates, on-time performance) alongside cost and transit time at the moment of booking.

How it works

The building blocks behind this outcome.
What Happens

Pick the carrier that will actually deliver on time, not just the one with the lowest rate.

The Intelligence Behind It
  • Network-wide carrier reliability analytics: ETA accuracy and on-time performance by carrier/port/lane
  • D&D generation rate patterns by carrier and port pair

This intelligence exists because the Graph aggregates behavior across 882 enterprise shippers, 10,164 carriers, and 3.6 million facilities over 11 years. No single company's data could produce it.

Why This Cannot Be Replicated

Only carrier recommendation engine that incorporates live FourKites network reliability data (ETA accuracy, D&D generation rates, on-time performance) alongside cost and transit time at the moment of booking. The intelligence layer is what makes the difference. Building the basic capability is straightforward. Building it on top of 11 years of cross-company supply chain intelligence, with continuous learning from 2.5 million agent actions per month, is what took a decade and cannot be replicated with software alone.

Digital Twins

Shipment Twin

FourKites Graph

Cross-company intelligence powering every decision

FourSight AI
  • FourSight AI: "Which carrier has the best reliability-to-cost ratio on Asia-US West Coast?"
  • Custom Insights: Carrier reliability trend analytics

Booking Automation Transformation

Reliability-Weighted Ocean Carrier Selection is one outcome in a broader automation of your freight booking operations. When deployed alongside these outcomes, booking becomes touchless across every mode. Booking Connect AI handles carrier selection and booking. Sam processes the documentation. The Graph provides rate intelligence and carrier reliability data.
  • Touchless Ocean Booking
  • Touchless Heavyweight and Parcel Booking
  • Booking Rate-Shop and Automation
  • Touchless FTL Carrier Tendering
  • AI-Powered PO-to-Booking Conversion

Validation

Deployment Evidence

Live in enterprise production, selecting ocean carriers on real reliability performance, not price alone.

Expected Impact Range

Fewer delays and rollovers by routing freight to proven carriers, with better on-time performance at comparable cost.

Related outcomes

Supply Resilience
Zero-Touch Supplier Document Processing

Every supplier document processed and linked to orders automatically. Zero manual data entry. For supplier-managed shipments, FourKites creates shipments and updates orders directly from these documents, eliminating manual shipment creation entirely.

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Supply Resilience
24/7 Autonomous Carrier Follow-Up

Your logistics team never makes another carrier check call. Every exception resolved before it impacts delivery.

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Supply Resilience
Instant Supplier Onboarding

New suppliers live on the platform in days, not weeks. No IT projects required. FourKites onboards suppliers by leveraging documents and the underlying carriers already connected through our existing 500K+ carrier network.

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One billion hours of operational work completed by AI agents over the next decade.

The supply chains that adopt autonomous execution in the next 24 months will define the competitive standard for the next decade. The ones that do not will spend that decade trying to catch up.
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