The FourKites Knowledge Center

OTIF penalty management is the process of tracking, analyzing, and reducing the financial penalties that retailers impose on suppliers for failing to meet On-Time In-Full delivery requirements, including chargeback processing, root cause analysis, dispute management, and compliance improvement.

The FourKites Graph is a proprietary supply chain intelligence asset spanning 882 enterprise shippers, 10,164 carriers, 3.6 million facilities, and 11 years of cross-company operational data, enriched with global intelligence layers including customs, sanctions, weather, maritime, and geopolitical data.

Inventory projection is a forward-looking view of expected inventory levels by SKU and location over a defined planning horizon, combining current on-hand positions with expected inbound supply (in-transit shipments and open POs) and expected outbound demand (committed orders and forecast).

Gate automation is the use of technology (computer vision, RFID, mobile applications, kiosks) to automate the check-in and check-out process at facility gates, replacing manual verification with digital identification, automated dock assignment, and instant gate pass generation.

AI agent handoff is the process by which an AI agent transfers control of a task to a human operator when the situation exceeds the agent's confidence threshold, competence boundary, or configured escalation rules, including the context package that enables the human to resume without re-investigation.

A buyer's guide for CSOOs, VPs of Logistics, and technology leaders evaluating AI platforms for supply chain operations. Five evaluation criteria that separate platforms with structural advantages from those with marketing advantages: intelligence source, decision capture, cross-boundary orchestration, channel breadth, and compliance infrastructure.

FourSight AI is the intelligence and analytics layer of the FourKites platform, providing conversational analytics, generative interfaces (Gen UI), automated scorecards, and the bridge from insight to autonomous action.

Supply chain digital transformation is the adoption of digital technologies (IoT, AI, cloud platforms, data analytics, automation) to fundamentally change how supply chain operations are planned, executed, and optimized, moving from manual, reactive processes to data-driven, proactive, and increasingly autonomous operations.

The purchase order lifecycle is the end-to-end journey of a PO from creation in an ERP system through supplier acknowledgment, shipment creation, in-transit movement, delivery, and goods receipt, encompassing every status transition and the parties responsible at each stage.

Ocean freight visibility is the ability to track containers, vessels, and ocean shipments from port of loading through transshipment to port of discharge, including terminal milestones, vessel schedules, and customs clearance events.

A SCAC Code (Standard Carrier Alpha Code) is a unique 2-4 letter identifier assigned to transportation companies by the National Motor Freight Traffic Association (NMFTA), used to identify carriers in freight documentation, EDI transactions, and transportation management systems.

Appointment management is the scheduling and coordination of dock appointment windows between shippers, carriers, and receiving facilities, including initial booking, confirmation, modification based on ETA changes, and cancellation.

AI explainability in supply chain is the ability to provide human-understandable explanations for every AI-generated prediction, recommendation, or action, answering not just 'what did the AI do' but 'why did it do that' and 'what information informed the decision.'

A Supply Chain Digital Workforce is a team of named AI agents that autonomously perform supply chain operations (exception resolution, document processing, appointment scheduling, customer communication) using cross-company intelligence from a network graph.

A supply chain control tower is a centralized command center (physical or virtual) that aggregates data from multiple sources to provide end-to-end visibility across supply chain operations, enabling monitoring, exception management, and (in advanced implementations) autonomous decision-making.