Demand Forecasting
Quickly achieve a minimum 10% improvement in Forecast Accuracy
Both scheduled and unscheduled events create predictable demand patterns that can be leveraged for a competitive advantage. Transform your AI models by incorporating context about future events, forecasting demand surges and their impact on your business, months in advance. PredictHQ provides ML-ready event data with impact scoring that enables your models to generate more precise long-term demand forecasts, budget optimization, strategic resource allocation, with machine-learning explainability.
Don’t just react to changes in demand. Anticipate them and act early. PredictHQ doesn't just identify what's scheduled - it delivers impact-scored upcoming event data that enables your AI to predict exactly how future events will impact demand and resource requirements. Access detailed event intelligence, including venue capacity, expected attendance, and insights from historical performance.
Additionally, PredictHQ provides pre-built machine learning features that quantify upcoming event impact, enabling your AI models to make accurate forward-looking demand forecasts and optimize business decisions automatically. Companies like Instacart use PredictHQ to plan operations months ahead and maximize revenue from predictable demand patterns.
💡 Access upcoming events today: Improve forecast accuracy, operational performance, campaign optimization & more. Get Started
PredictHQ's platform enables your AI models to transform upcoming events into strategic business opportunities. PredictHQ Events provides the real-world context that improves AI model performance when calculating future demand impact and generating strategic forecasts. Access impact-scored event data that enables your machine learning systems to turn upcoming event insights into strategic business decisions, driving measurable ROI from upcoming events.
Enable your AI to anticipate and capitalize on major demand shifts with PredictHQ’s relevancy engine, Beam. Go beyond basic event information to capture the strategic context that improves long-term forecast accuracy. Impact-ranked event data enables your AI models to translate upcoming events into strategic revenue forecasts, showing exactly how each event is expected to impact business performance, enabling proactive optimization strategies.
Building event-aware AI in-house means years of infrastructure, event scoring, and ongoing maintenance. Skip all of that, and start with a production-ready API that delivers comprehensive event intelligence across 18+ event categories, enabling your AI to predict long-term demand patterns accurately. Focus on strategic business outcomes instead of building event tracking platforms.
Event data is messy, scattered across countless sources, and rarely ready for immediate use. PredictHQ aggregates, cleans, enriches, and scores millions of scheduled and unscheduled real-world events from over 25,000 cities worldwide. The result is machine-readable, intelligent event data that’s ready for AI, forecasting models, operational systems, and analytics workflows without the weeks of wrangling usually required.
💡 Talk to an Expert: Learn how strategic demand intelligence can transform your planning and forecasting. Get in touch
Quickly achieve a minimum 10% improvement in Forecast Accuracy
Use event data to enable your AI models with contextual real-world data
Identify demand catalysts to improve supply chain efforts and inventory levels
Get value from demand intelligence by being able to upload locations, search and identify relevant events efficiently
Unlock better targeting and timing for your ad campaigns with privacy-safe event data
Know impactful events in advance and adjust prices sooner
Reduce labor costs and improve profitability by scheduling around events
Visualize event data through BI tools like Tableau to better understand impact
Ensure your network of delivery drivers is prepared based on demand from events
Our customers include leading companies across retail, transport, accommodation and financial service sectors. They use our intelligent event data for labor optimization, demand forecasting, dynamic pricing, supply chain optimization and more.
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.
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.
Reach out to our data science experts to explore how PredictHQ can support your use case. We'll follow up within one business day.