Customer Fulfillment

Automated OS&D Claims Resolution

OS&D claims processed in minutes with evidence-backed resolution recommendations.
Cassie
Primary Agent
Cassie
Order Twin
Shipment Twin
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Automated OS&D Claims Resolution

What we deliver

The Problem (Before)

OS&D claims require manual investigation across shipment records and delivery docs. Significant time per claim.

Who feels this:

Director, Customer Service

The Outcome (After)

OS&D claims processed in minutes with evidence-backed resolution recommendations.

What makes this different:

OS&D claims require manual investigation across shipment records and delivery documents. Cassie processes each claim in minutes with evidence-backed resolution recommendations, not hours of cross-referencing.

Cassie
Primary Agent

Cassie

Answers customer inquiries instantly with real-time tracking data. Sends proactive delay notifications. Gathers dispute documentation automatically.
90
min to 30 sec response time
WISMO deflection

How it works

The building blocks behind this outcome.
What Happens

Cassie pulls shipment history, timestamps, and POD documents; cross-references shipped vs. ordered quantities; validates claims against carrier records; and generates resolution recommendations with evidence.

The Intelligence Behind It

Network-wide shortage patterns by carrier and lane

Delivery accuracy benchmarks

Carrier damage frequency data

This intelligence exists because the Graph aggregates behavior across 882 enterprise shippers, 10,164 carriers, and 3.6 million facilities over 11 years.

Why This Cannot Be Replicated

OS&D claims require manual investigation across shipment records and delivery documents. Cassie processes each claim in minutes with evidence-backed resolution recommendations, not hours of cross-referencing. The intelligence layer is what creates the gap. The basic capability is buildable. 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 cannot be replicated with software alone.

Digital Twins

Order Twin, Shipment Twin

Loft

Cassie executes the workflow. Every action recorded with full decision trace.

FourKites Graph

Cross-company intelligence powering every decision

FourSight AI

Custom Insights: OS&D claims dashboard; FourSight AI: "Which carriers have highest OS&D rate?"

Claims and Revenue Recovery

Automated OS&D Claims Resolution is one outcome in a broader automation of your claims and revenue recovery operations. When deployed together, penalty claims, OS&D disputes, and D&D invoices are validated and processed automatically. Cassie assembles evidence. The Order Twin provides the audit trail.
  • Automated Retailer Penalty Dispute
  • Ocean D&D Invoice Recovery

Validation

Deployment Evidence

Live in enterprise production, processing OS&D claims with evidence-backed resolution recommendations in minutes.

Expected Impact Range

Faster claims closure and higher recovery by auto-assembling the evidence behind every OS&D claim.

Related outcomes

Customer Fulfillment
OTIF Revenue Protection

Lower OTIF penalties and protect revenue by catching at-risk shipments early instead of disputing chargebacks after the fact.

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Customer Fulfillment
Curated Customer Experience & Resolution

Every customer gets proactive delivery updates, and repetitive 'where is my order?' calls disappear. Cassie monitors inbound inquiries, auto-resolves WISMO queries by pulling real-time tracking data, and replies with SLA-backed status updates by email or chat, escalating complex cases to a human agent with full context already attached.

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Customer Fulfillment
Customer Pickup Scheduling Automation

Customer pickups scheduled automatically. Dock congestion and wait times cut dramatically.

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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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