Customer Fulfillment

OTIF Revenue Protection

Lower OTIF penalties and protect revenue by catching at-risk shipments early instead of disputing chargebacks after the fact.
Tracy
Primary Agent
Tracy
Order Twin
Shipment Twin
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OTIF Revenue Protection

What we deliver

The Problem (Before)

Retailers levy penalties and chargebacks on a percentage of order value for non-compliance, and the costs add up quickly. Teams react after the penalties hit instead of preventing them.

Who feels this:

Director, Customer Service, Logistics Manager, Director, OTIF & Compliance

The Outcome (After)

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

What makes this different:

Most OTIF tools show you compliance after the fact. This system prevents failures before penalties hit by taking action on at-risk shipments in real time, not generating a report for next quarter.

Tracy
Primary Agent

Tracy

Monitors every shipment. Detects delays before they escalate. Contacts carriers automatically. Updates stakeholders. The agent that never sleeps on your freight.
75%
autonomous resolution
4,000+
calls eliminated/month

How it works

The building blocks behind this outcome.
What Happens

Tracy monitors all outbound deliveries against OTIF thresholds, contacts carriers on at-risk shipments, escalates with root cause and downstream impact, and updates order risk status automatically.

The Intelligence Behind It

Carrier delivery reliability by lane and customer

Historical OTIF patterns for customer/carrier combos

Transit time variability by route

Receiving facility appointment patterns

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

Most OTIF tools show you compliance after the fact. This system prevents failures before penalties hit by taking action on at-risk shipments in real time, not generating a report for next quarter. 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

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

FourKites Graph

Cross-company intelligence powering every decision

FourSight AI

FourSight AI: "What is our OTIF rate for a top retailer this month?"; Custom Insights: OTIF by customer, carrier, lane, root cause

Customer Experience Transformation

OTIF Revenue Protection is one outcome in a broader transformation of your customer-facing operations. When deployed alongside these outcomes, your customer service shifts from reactive firefighting to proactive communication. Cassie handles inquiries and notifications. Tracy resolves the carrier exceptions behind the delays. The Order Twin traces every commitment to the shipments fulfilling it.
  • Automated Retailer Penalty Dispute
  • Curated Customer Experience & Resolution
  • Branded Customer Shipment Tracking Portal
  • Automated Return Freight Detection
  • Delivery-First Multi-Modal Tracking

Validation

Deployment Evidence

Live in enterprise production, preventing OTIF failures before penalties hit by acting on at-risk shipments in real time.

Expected Impact Range

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

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Inbound-to-outbound cross-dock flow coordinated end-to-end. Zero manual handoffs.

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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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