Predict Inventory Needs with Real-World Intelligence

Optimize inventory systems with adaptive, context-rich data. Prevent overstock, avoid stockouts, and drive profitability by powering your existing forecasting and planning systems with global event intelligence.

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The Challenge

Pinpointing the Right Inventory Levels Remains Elusive

Balancing inventory is a constant battle. Even the most sophisticated operations encounter frequent overstock and out-of-stock situations, caused by demand shifts that standard forecasts cannot predict. Every missed signal results in lost sales, wasted capital, and shrinking margins. When demand drivers change rapidly, historical data and internal systems fall short. Teams are left scrambling to respond across every store and channel.

Our Solution

Make Inventory Systems Adaptive to Real-World Change

The answer is not another platform. The key is making your existing inventory and forecasting systems more context-aware. By adding structured, real-world data and demand signals into your inventory workflows, you give both teams and algorithms the visibility to anticipate demand shifts before they happen.

  • Reveal the true drivers of demand at every location, from local events to global disruptions

  • Deliver predictive features that show why inventory needs will change, with the explainability required for trust and action

  • Enable automated replenishment and smarter allocation using signals that legacy data cannot provide

01

Discover

Uncover which real-world events and factors are truly driving changes in inventory demand.

02

Predict

Use global event data and location-specific context to predict demand surges or drops in advance.

03

Optimize

Adjust inventory strategy, orders, and allocation before disruptions or spikes impact your bottom line.

What is demand intelligence?

01

Reveal the True Triggers Behind Demand

Uncover which real-world events drive changes in your inventory

Real-world event data is dynamic, diverse, and often messy with duplicates and spam. PredictHQ solves these issues by verifying every event and standardizing our data. Our ML-ready features identify the aggregate event impact of historical events across 19+ event categories and more than 30,000 cities so that businesses can see the relationship between events and their historical demand in minutes.

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02

Anticipate Demand Surges Before They Happen

With clean, verified data and location-specific context, PredictHQ enables your forecasting and inventory models to anticipate demand surges and drops before they happen. Our machine-ready features power both manual workflows and automated systems, ensuring your teams are prepared for every significant shift. Explore the API documentation to see how easy it is to integrate PredictHQ into your tech stack.

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03

Take Action with Automated Precision

Turn correlation and prediction into action. PredictHQ empowers you to automate replenishment, reallocate inventory, and fine-tune supply chain decisions based on forward-looking demand signals. Reduce buffer stock, avoid costly overstocks or missed sales, and stay ahead of volatility.

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curl -X GET "https://api.predicthq.com/v1/events/?q=Hawaii&category=severe-weather"
  -H "Accept: application/json"
  -H "Authorization: Bearer $ACCESS_TOKEN"

Customer Stories

How real-world data powers inventory management

Discover how leading brands are transforming inventory planning and forecasting by integrating PredictHQ’s real-world context into their models and operations. See the results and lessons from customers who are building more adaptive, accurate inventory systems.

Customer Stories
Thomas Joseph
Thomas Joseph
Head of Data Science, 
Legion
Don't underestimate how much effort it takes to work with event data... Being able to rely on a company whose sole purpose is to remove the ambiguity of event data has been game-changing for us.
Read Legion’s Story

Give your AI models the real-world context they need

AI and forecasting models don’t operate in a vacuum. With a deeper understanding of the world around them, your models can power more informed decisions. Companies across industries are using this data to unlock higher levels of model accuracy and revenue. PredictHQ is trusted by organizations powering the next generation of Real-World AI for demand forecasting, workforce optimization, and targeted marketing.

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Over $5 Trillion of Demand Processed

We know which events will impact your business. Fact.

PredictHQ is the only platform in the world that uncovers the impact that real-world events have on business, at scale. Shaping the next generation of real-world AI/ML models, and unlocking Billions in potential upside.

  • $5.2 Trillion
    of demand data correlated to
  • 105 Million
    events via
  • 1.19 Billion
    predictions, across
  • 0
    countries, territories, and special areas, unlocking
  • $150 Billion
    in potential ROI
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