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Real-World Context Platform
Ground your decisions and AI systems in verified real-world conditions - across any location, any industry, at any scale.
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Events
Real-world context on the events that shift demand, powering your decisions, forecasts and automations.
Features
Prebuilt Machine Learning features that boost your forecasting models and results.
Forecasts
Event-driven forecasts at your fingertips, for precise demand planning.
Featured capabilities
APIs
Access the full depth of PredictHQ's real-world intelligence through our API-first platform — built for reliable, scalable integration.
Bolt
New
Ask natural language questions about real-world context and how PredictHQ maps to your use case, compressing days of exploration into a single conversation.
Beam
Identify which real-world conditions materially affect your business - making PredictHQ's intelligence specific to you.
MCP
New
Connect PredictHQ's real-world context directly to AI agents and LLM-powered workflows at inference time.
Predicted Impact Area
New
Automatically determines the geographic catchment area around each location where real-world conditions are likely to influence demand.
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Solutions
Use Cases
Demand Forecasting
Quickly achieve a minimum 10% improvement in Forecast Accuracy
Smarter AI Models
Give your AI models trusted real-world context for better inference and decisions
Inventory Management
Identify demand catalysts to improve supply chain efforts and inventory levels
Targeted Marketing
Unlock better targeting and timing for your ad campaigns with privacy-safe real-world context
Dynamic Pricing
Know impactful events in advance and adjust prices sooner
Workforce Optimization
Reduce labor costs and improve profitability by scheduling around events
Visualizations & Insights
Visualize event data through BI tools like Tableau to better understand impact
Delivery Optimization
Ensure your network of delivery drivers is prepared based on demand from events
Industries
Accommodation
Aviation
Consumer Packaged Goods
Leisure, Travel & Tourism
Parking
QSR
Retail
Transportation & Delivery
Developers
Developers
PredictHQ Docs
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Bolt Docs
Resources
Resources
Pricing
View plans and pricing for your team
Customer Stories
PredictHQ is trusted and embedded by some of the world's largest and most complex enterprises
Blog
Explore thought leadership, product updates and more
Predicted Impact Report
Generate a report that shows you which events impact your business and what to do about it
Loop - Customer Feedback
Provide feedback about our events
Major Events
Find upcoming events by location, venue and more
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Blog
Data Science Models
Keyword
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Blog posts about data science models
#data science models
large language models
The Model Training Tsunami: Reshaping the LLM Landscape
The AI arms race is heating up, but it's not just about algorithms anymore. Discover how contextual, real-world data is becoming the...
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Data
How to
How to get up and running with PredictHQ's event data using Snowflake in minutes
Snowflake users are able to access PredictHQ data quickly and seamlessly through the Snowflake Secure Data Share. This is one of the...
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Data
Demand Intelligence
How to build an event data source: the 8 most important steps to ensure it’s accurate and useable
Event data is a highly impactful source of intelligence, yet a complex one to wrangle into a usable format. In this post we walk through...
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News
Release: PredictHQ Partners with Snowflake to Make Demand Intelligence Accessible
PredictHQ, the demand intelligence company, has announced a partnership and integration with Snowflake, the Data Cloud company. Snowflake...
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Demand Intelligence
How PredictHQ Predicted Impact Patterns work
You can’t power a forecasting model or a scalable demand planning organization on anecdotal knowledge. You need information — you need...
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Data
Demand Intelligence
How PredictHQ’s predicted viewership for Live TV Events works
PredictHQ’s new feature Live TV Events accurately predicts the viewership for major televised sports games across seven leagues so...
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How to
Use intelligent event data to drive down your forecasting error rate by 10-20% in weeks
Accurate demand forecasting at scale requires machine learning models and ruthless prioritization of the features you build into the...
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Data
Demand Intelligence
How to
Coronavirus Recovery: Don’t Throw Out 2020 data –Train Your Models to Learn from COVID-19 Anomaly
The COVID-19 pandemic has catapulted our world into unprecedented times. Beyond the terrifying health situation, the economic impact...
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QSR
Stop Guessing Game Day: How QSR Leaders Use Demand Intelligence to Turn Sports Chaos into Predictable Revenue
For the modern Quick Service Restaurant (QSR) operator, the sports calendar creates constant uncertainty when it comes to predicting...
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Demand Intelligence
Partnerships
News
Expedia Group Unlocks Sports Tourism Demand Forecasting Through PredictHQ Partnership
Ahead of this year’s Big Soccer Tournament: - Expedia Group becomes PredictHQ’s first deeply integrated online travel agency (OTA)...
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Smarter AI
AI's Real Cost Isn't Training. It's Inference.
For years, the AI conversation centered on training. Bigger models. More GPUs. Larger datasets. Massive capex headlines. But as enterprise...
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