Zum Inhalt springen

Predictive Analytics | Freight-Academy™

PA

GlossaryEN1 min readUpdated: Jun 22, 2026

Predictive Analytics

Unlike retrospective reporting that describes what has already happened, Predictive Analytics calculates probable future scenarios using statistical models, machine learning, and historical data patterns.

Quick Answer

Unlike retrospective reporting that describes what has already happened, Predictive Analytics calculates probable future scenarios using statistical models, machine learning, and historical data…

In logistics and supply chain management this translates directly into practice: demand forecasting across seasons and distribution networks, early identification of capacity bottlenecks, optimised…

Freight forwarders and warehouse operators use the method to reduce both overstock and stockouts simultaneously – two objectives that are inherently in tension without forecast intelligence.

Last updated: 22 June 2026Published: 19 June 2025

Source: https://en.wikipedia.org/wiki/Predictive_analytics

Category

Find a matching partner on this lane

Reading time

1 min

Words

104

Mentioned in

–

Predictive Analytics

Related links1 Bereiche/Sections • 5 Links▾

Navigation

Glossary overview
News
Information
Tools
Transport cost calculator

Definition & Explanation

Unlike retrospective reporting that describes what has already happened, Predictive Analytics calculates probable future scenarios using statistical models, machine learning, and historical data patterns. In logistics and supply chain management this translates directly into practice: demand forecasting across seasons and distribution networks, early identification of capacity bottlenecks, optimised inventory planning, and predictive maintenance for vehicles and handling equipment. Freight forwarders and warehouse operators use the method to reduce both overstock and stockouts simultaneously – two objectives that are inherently in tension without forecast intelligence. Clean, consistent data is a hard prerequisite; poor data quality undermines model accuracy immediately and renders even sophisticated analyses unreliable.

Next steps

Matching tools and partners

Check demurrage/detentionCalculate standing charges and free timeOpen Calculate transport costWork out freight / road costOpen Find HS codeDetermine the tariff number for customsOpen Find a matching partnerFreight forwarders and logistics partners worldwideOpen

Related Terms

You might also be interested in these terms

Automated Loading System Optimization

To boost automated loading system performance, logistics operators deploy optimization algorithms that determine the best loading …

Inventory Forecasting System

A warehouse planner sits down for the weekly replenishment run: the inventory forecasting system has already processed overnight s…

Procurement Forecast Strategy

Procurement forecasting combines historical consumption patterns with market analysis and supplier capabilities to predict future …

Procurement Forecasting Method

Procurement forecasting methods are the specific analytical techniques used to predict material requirements. A method typically m…

unloading time window procedure

In the unloading time window procedure, a delivery vehicle follows a structured workflow: registration or reservation of a time sl…

Delivery Demand Forecasting System

A delivery demand forecasting system enables logistics and supply chain professionals to predict future delivery volumes and timin…

Connect

Find a matching partner on this lane

Verified forwarders, ranked by coverage and profile — premium capped at 10%.

Search partners

Logistics knowledge straight to your inbox

Free · No password · Never a paywall. Weekly top news and facts from logistics.

I agree to my email being processed for the newsletter. Unsubscribe any time.

Cite this page

Writing a report, paper or LinkedIn post? Use one of these citation templates.

Recommended format: Source: Freight Academy – Predictive Analytics (https://www.freight-academy.com/en/glossary/predictive-analytics), accessed 2026-09-27
APA style: Freight Academy Editorial Team. (2025). Predictive Analytics. Freight Academy. https://www.freight-academy.com/en/glossary/predictive-analytics
BibTeX: @misc{predictiveanalytics2025, title = {Predictive Analytics}, author = {{Freight Academy Editorial Team}}, year = {2025}, url = {https://www.freight-academy.com/en/glossary/predictive-analytics}, note = {Freight Academy, accessed 2026-09-27} }

Content reviewed and editorially cleared.

Community Questions & Answers

Share your knowledge, ask follow-up questions, or add practical insights to this page. Every contribution is moderated before publication.

No community answers yet. Be the first.

Every contribution is reviewed before publication. Your email is never shown publicly.