Customer Fulfillment

AI-Powered Customer Appointment Management

Appointments in your customer's systems set and updated automatically by AI. No portal logins, no manual entry.
Alan
Primary Agent
Alan
Order Twin
Shipment Twin
Appointment Twin
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AI-Powered Customer Appointment Management

What we deliver

The Problem (Before)

Companies that deliver to retailers or large customers must create and update appointments in the customer's scheduling system. This is entirely manual today: logging into customer portals, entering data, updating on changes. High volume, high error rate.

Who feels this:

Transportation Manager, Customer Compliance Analyst

The Outcome (After)

Appointments in your customer's systems set and updated automatically by AI. No portal logins, no manual entry.

What makes this different:

Shippers manually log into each retailer's appointment portal to create and update appointments. This AI agent handles the portal interaction autonomously, eliminating hours of manual data entry across customer systems.

Alan
Primary Agent

Alan

Schedules, reschedules, and confirms appointments based on live ETAs. Resolves conflicts across multiple portals. Keeps docks at full utilization.
28%
dock adherence improvement
35%
wait time reduction

How it works

The building blocks behind this outcome.
What Happens

An AI agent logs into your customers' appointment portals on behalf of the shipper, creates and updates appointments based on ETAs, and captures confirmation numbers automatically.

The Intelligence Behind It

Carrier delivery reliability for appointment accuracy

Customer-specific appointment window patterns

Historical appointment compliance rates

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

Shippers manually log into each retailer's appointment portal to create and update appointments. This AI agent handles the portal interaction autonomously, eliminating hours of manual data entry across customer systems. 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, Appointment Twin

Loft

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

FourKites Graph

Cross-company intelligence powering every decision

FourSight AI

Custom Insights: Customer appointment compliance dashboard; FourSight AI: "How many customer appointments are at risk this week?"

Customer Appointment Automation

AI-Powered Customer Appointment Management is one outcome in a broader automation of customer-side appointment management. When deployed together, appointments are scheduled, rescheduled, and confirmed autonomously. Alan coordinates with facilities. Tracy monitors inbound ETAs. The Facility Twin provides dock availability.
  • Customer Pickup Scheduling Automation
  • Cross-Dock Orchestration
  • Appointment Reschedule Automation

Validation

Deployment Evidence

Live in enterprise production, creating and updating appointments directly in customers' scheduling systems without manual portal work.

Expected Impact Range

Hours of manual portal data entry eliminated and fewer appointment errors by letting the agent manage customer appointments end to end.

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
Automated Retailer Penalty Dispute

Penalty claims validated and disputed with evidence in minutes, not hours — recovering costs that would otherwise go unchallenged.

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Customer Fulfillment
Automated OS&D Claims Resolution

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

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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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