Boost your Demand Forecasting Accuracy by a minimum of 10%

Empowering businesses to make data-driven decisions by leaning into models that are trustworthy and reliable. With PredictHQ’s AI-powered platform, businesses are unlocking new revenue opportunities and driving operational efficiency daily.

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The Missing Piece to your Model

We provide forecast ready features tailored to help your models make sense of their demand fluctuations

PRODUCTION-READY
Features API lets you deploy forecast-ready features directly into your models within a matter of minutes.
PLATFORM-AGNOSTIC
Integrate our intelligent event features across any forecasting models or platforms.
PROVEN AT SCALE
Achieve a minimum of 10% improvement in forecast accuracy within 30 days.

Powering The R&D Projects That Get Deployed

We provide a simple and proven step-by-step process that quickly boosts your forecasting results.

Snippet of the Full Results

PredictHQ's Features API

Python
{
    "results": [
        {
            "date": "2023-06-01",
            "phq_attendance_concerts": {
                "stats": {
                    "count": 6,
                    "sum": 9971
                }
            },
            "phq_attendance_conferences": {
                "stats": {
                    "count": 8,
                    "sum": 2400
                }
            },
            "phq_attendance_expos": {
                "stats": {
                    "count": 1,
                    "sum": 227
                }
            },
            "phq_attendance_festivals": {
                "stats": {
                    "count": 0,
                    "sum": 0
                }
            },
            "phq_attendance_performing_arts": {
                "stats": {
                    "count": 4,
                    "sum": 1985
                }
            },
            "phq_attendance_sports": {
                "stats": {
                    "count": 0,
                    "sum": 0
                }
            },
            "phq_attendance_school_holidays": {
                "stats": {
                    "count": 0,
                    "sum": 0
                }
            },
            "phq_rank_public_holidays": {
                "rank_levels": {
                    "1": 0,
                    "2": 0,
                    "3": 0,
                    "4": 0,
                    "5": 0
                }
            }
        },
        ...
    ]
}

Download the Sample Data

Explore how you can begin integrating PredictHQ's forecast-ready features into your models.

Read more about Features API in our documentation.

Identify the most impactful events for your business

Level up your forecasts with Beam

Beam runs feature importance tests, time series decomposition, and many more, on top of your data - to identify and help you leverage your most impactful demand drivers.

Beam can automatically generate a unique feature recipe for each location or a group of locations.

Get actionable insights
Understand feature importance
See potential revenue uplift

Beam In Action

We Have Processed $5 Trillion of Demand

We know what events will impact your business. Fact.

PredictHQ is the only business in the world that can unlock what events impact businesses at scale. Helping shape the next generation of real-world AI/ML models, unlocking Billions in potential upside.

$5.2 Trillion
of demand data correlated to
105 Million
events via
0
Beam analyses, across
0
countries, unlocking
$150 Billion
in potential ROI

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Customers Using PredictHQ

Discover

Gain context and explainability from the external factors causing demand volatility.

Train

Faster and easier development of ML models with relevant, accurate data.

Improve

Reduce MAPE and improve forecasting accuracy.

Unlock the external factors causing demand volatility

Demand forecasting requires external data, machine learning, and feature prioritization to generate accurate predictions. PredictHQ's systems capture and verify millions of events that impact businesses globally, from sports games to severe weather. We cover 19 categories of impactful events and we’re always adding new categories that cause volatility to forecasting.

Our forecast-grade data is enriched, with predicted attendance, impact rankings and more so your models and teams can make focus on the most relevant events. We recommend you start with Beam to quickly identify what events have impacted your demand in the past to help you make better decisions in the future.

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AI-enabled demand forecasting

PredictHQ's APIs seamlessly integrate with any forecasting tool to enhance model training and accuracy, including an API that provides instant access to forecast-ready prebuilt intelligence and features for quick value extraction from our data.

Our advanced AI models empower teams to move quickly, adapt, and stay agile. Our APIs not only provide context and explainability but they are especially powerful when used in quantitative forecasting methods such as:

Time series models
Regression analysis models
Machine learning models
Deep learning models
Causal models

Explore the API

CurlPython
curl -X GET "https://api.predicthq.com/v1/events/?q=Coachella&category=festivals&rank.gte80&country=US"
  -H "Accept: application/json"
  -H "Authorization: Bearer $ACCESS_TOKEN"

Drive down error rates to improve forecast accuracy

Understanding demand volatility allows businesses to enhance forecast accuracy, leading to strategic benefits such as staffing optimization, better inventory management, and effective pricing strategies. This can drive saved costs and increase profits for small and large businesses.

For example, food delivery company Favor has seen a 5 - 6% improvement in MAPE when incorporating features based on PredictHQ data. The improvement for them was largely seen in smaller markets where events likely cause a bigger fluctuation to their business.

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How else can I use PredictHQ?

Explore all use cases

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