Optimize Your Workforce with Real-World Precision

Anticipate and adapt to demand shifts with verified real-world context. Improve workforce efficiency and control labor costs by making your staffing models and AI systems more context-aware. Align labor with the events and disruptions most likely to drive demand.

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Customers Using PredictHQ

Ensuring the right number of drivers and store staff to meet daily demand.
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Meeting customer demands and optimizing route delivery with anticipated disruptions.
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Getting drivers to the right place ahead of time to improve pickup times.
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Using PredictHQ to better understand daily demand across 9600 stores.
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The Challenge

Labor costs are one of the largest and most variable expenses for businesses

Strategic workforce planning is a challenge for large, distributed organizations. In industries such as hospitality, labor can account for half of all operating expenses. Leaders must balance adequate coverage for peak demand with cost efficiency. Demand is influenced by factors outside your business, including local events, severe weather, or public holidays. Traditional workforce management tools and internal data alone leave you exposed to labor overspend, missed shifts, and customer service risks.

Our Solution

Enable smarter staffing decisions with real-world context

The most effective workforce optimization strategies connect planning and forecasting models to verified real-world context. By combining external signals such as local events, severe weather, and community disruptions with PredictHQ’s ML-ready features and relevance intelligence, teams can anticipate demand shifts earlier and schedule around what is actually driving labor volatility. The result is better coverage, fewer overtime costs, and greater operational resilience.

Discover

Gain context around what external factors are causing demand volatility.

Predict

Use verified real-world context and ML-ready features to anticipate where and when staffing needs will shift.

Optimize

Create employee schedules around predicted peaks and dips in demand to improve coverage and efficiency.

What is demand intelligence?

Identify the real-world factors that impact your labor demand

Start by analyzing your demand data with Beam, our relevancy engine, which combines it with verified real-world events across 19+ event categories to identify what materially impacts workforce demand at each location. Beam then recommends the events and ML-ready features most likely to matter, which you can retrieve through the Features API to support more targeted, data-informed planning.

Get Your Report

Predict upcoming demand

Use the Features API to integrate ML-ready real-world context into your labor planning, workforce forecasting models, and AI systems, so you can predict where and when staffing needs will change. This helps teams make more accurate, explainable, and trusted staffing decisions in critical moments, reduce missed shifts, and strengthen operational performance.

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Optimize staffing to save costs

Align workforce schedules and coverage with predicted demand for maximum efficiency. With context-rich forecasts, operational teams can build staff schedules that match demand peaks and troughs, reduce unnecessary overtime, prevent missed coverage, and save costs without sacrificing service quality. Every staffing decision becomes more explainable, trusted, and grounded in real-world context.

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CurlPython
curl -X GET "https://api.predicthq.com/v1/events/?q=Spring+Break&category=festivals&places.scope=4164138"
  -H "Accept: application/json"
  -H "Authorization: Bearer $ACCESS_TOKEN"

Give your AI models the real-world context they need

AI and forecasting models require verified real-world context to operate reliably in production. PredictHQ is trusted by some of the world’s largest enterprises to ground models in spatial, temporal, and economic reality, improving inference quality, explainability, and decision confidence. Organizations use PredictHQ to enhance demand forecasting, workforce optimization, and inventory decisions.

Over $7 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.

$7.2 Trillion
of demand data correlated to
127 Million
events via
1.19 Billion
predictions, across
0
countries, territories, and special areas, unlocking
$150 Billion
in potential ROI

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How else can I use PredictHQ?

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