Drug Shortage Prediction

Predict Global Drug Shortages

Anticipate and act on emerging drug shortages with QYOBO’s AI-driven early warning intelligence — designed to build resilience, secure supply, and sharpen your market position.

Challenge

From Missed Signals to Market Foresight

Unlock early warning indicators for shortages as QYOBO turns fragmented data around the world into a single stream of relevant shortage signals — so you can act before the market reacts.

Anticipate Upcoming Shortages

Spot potential disruptions early with QYOBO’s global shortage database — consolidating worldwide shortages in one place, ranked by severity, and revealing which supply disruptions might spill over into other markets next.

Understand Root Causes

Uncover the root cause of every disruption — whether it’s a shutdown after a failed GMP inspection, a supply bottleneck due to single-sourcing, or a geopolitical shock—and act while others wait.

Identify Relevant Opportunities

Identify high-margin sales opportunities triggered by supply disruptions — and secure uninterrupted patient supply — before your competitors even notice.

Overview

Key Features That Keep You Ahead of Global Shortages

Unique Overview of Shortages Worldwide

Leverage the combined data from over 30 countries to understand and predict drug shortages. Tailored to your product offering and markets, it connects the dots between trigger events across millions of supply chains and helps you understand root causes. Whether triggered by a non-compliant inspection or warning letter, natural disaster, or competitor exit, QYOBO shows which products are affected, and how to act first.

Real-Time Supply Chain Insights

QYOBO combines unique supply chain intelligence and global shortages to connect the dots and help you understand the root causes of disruptions. Whether it’s due to a non-compliance event, a shift in market demand, or product discontinuation, QYOBO monitors the supply chain in real time. When a competitor is impacted, you receive immediate alerts on affected sites and products, enabling you to decide confidently where to increase inventory levels right away.

Seize Opportunities Before Competitors Do

QYOBO cuts through the noise by sharing only the signals that matter to your business – tailored to your products and markets. From existing to upcoming shortages, QYOBO helps you prioritize and act on the most relevant events before others do. By combining shortage data with marketing authorizations, QYOBO ensures you stay laser-focused on the markets you serve and the products you manufacture.

book a demo for this solution

Top Features from the Get Go

Discover the features that make drug shortage prediction possible — so you can act early and stay ahead of the competition.

Drug Shortages

Explore

Spend Benchmarking

Explore

Market Price Intelligence & Prediction

Explore

Risk Overview

Explore
accord logo
aspen api
sandoz
novartis
BASF
sinopep
abbott

Book a demo

Schedule your personalized demo and see how QYOBO helps you to predict global drug shortages.

Explore QYOBO’s Core Capabilities

Get a clear understanding of the capabilities and features that power smarter sales decisions in pharma, with unique market insights powered by real-time big data.

View all Capabilities
capabilities qyobo