Ambee
Verified Data Provider
Optimized for quick response
Ambee Data Products: APIs & Datasets
Global Weather Data - Historical | Real-Time | Forecast | Climatology
Global Pollen Data - Historical | Real-Time | Forecast | Climatology
Global Air Quality Data - Historical | Real-Time | Forecast | Climatology
Global Wildfire Data - Historical | Real-Time | Forecast | Climatology
Ambee Pricing & Cost
Ambee prices by locations, resources requested, and temporal resolution or by number of API calls. We offer flexible subscription plans including annual or monthly subscriptions, consumption based, and customized plans.
Ambee Reviews
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Strong data coverage and quality. Ended up licensing hourly and daily weather data in the United States. Strong historical coverage. Team was easy to work with and moved quickly to deliver the data in the format we needed.
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About Ambee
Ambee in a Nutshell
Ambee is a global climate tech company delivering high-resolution, real-time, historical, and forecast environmental intelligence. With headquarters in Bangalore and sales presence in Boston and New York, Ambee’s mission is to make environmental data accessible, understandable, and actionable for businesses worldwide. By seamlessly integrating satellite feeds, ground-based observations, radar, and best-in-class models, Ambee builds harmonized datasets that power mission-critical decisions from public health and supply chain operations to insurance, manufacturing, pharmaceutical, retail, energy, and smart cities. Our data is designed to be geographically precise, temporally and spatially consistent, and globally uniform. Ambee’s platform supports enterprise-grade delivery via APIs, custom dashboards, and also through integrations with all major cloud providers, enabling easy access and climate-aware innovation across any industry, geography, and device.
Country Coverage
Data Offering
Ambee delivers a unified suite of environmental and climate datasets, including weather, air quality, pollen, wildfires, Influenza-Like-Illness (ILI), and natural disasters. Each dataset features real-time, historical, and forecast data in both hourly and daily formats.. All data resources are global in scope and able to be mapped to any location of interest for seamless integration into any analytics, modeling, and operational systems.
Use Cases
Ambee’s environmental data platform enables predictive, real-time, and historical insights across industries where environmental conditions impact health, behavior, operations, and demand. Our data is used not just for monitoring, but for powering systems that respond to the world as it changes.
Advertising & Marking
Environmental triggers are highly correlated with respiratory events, symptom onset, and medication demand. Ambee helps pharmaceutical companies embed climate intelligence across the value chain. In marketing and personalization, real-time pollen surges, ILI trends, and AQI alerts trigger highly relevant messaging. In programmatic advertising, environment-based segments integrate with platforms like The Trade Desk to drive timely and contextual outreach.
Demand Forecasting
For demand forecasting, Ambee’s data provides real-time environmental data that can be joined with historical transactional data to help brands and pharmacies forecast demand down to the SKU and store level.
Pharmaceutical and Life Sciences.
In clinical trials, environmental factors such as air quality and temperature can influence patient recruitment, adherence, and trial outcomes. Studies show that fluctuations in PM2.5 and humidity levels can affect biomarkers, respiratory function, and participant retention. Ambee enables trial teams to monitor geographic variability, adjust protocols to account for local risk, and ensure data quality.
Mobility and Automotive
Weather, air quality, and fire risk directly impact mobility. Ambee provides hyperlocal data for clean air routing, smart in-cabin air systems, and EV range optimization. Fleets use our fire and severe weather data to adjust logistics in real time and protect assets. In connected vehicles, Ambee enhances comfort, safety, and sustainability by bringing dynamic environmental awareness to the driver experience.
Digital Health and Wellness
Digital health platforms and wearables rely on Ambee to contextualize user behavior and health metrics. Fitness apps adjust workout recommendations based on AQI, heat, and UV index. Mental health tools respond to weather-linked stress patterns. Remote patient monitoring benefits from pollution and pollen layers that improve the accuracy of symptom interpretation and proactive care for chronic conditions like asthma or COPD.
Smart Homes and Connected Devices
Ambee’s data powers intelligent automation across home environments. Smart purifiers and HVAC systems adjust settings based on real-time pollen and pollution data. Voice assistants deliver personalized environmental updates. IoT platforms use Ambee’s APIs to trigger automations that support indoor air quality, energy savings, and health outcomes.
Certifications & Associations
Data Sources & Collection
Unlike other providers that rely on singular inputs such as airport reporting stations, anemometers, or sensors, Ambee utilizes and unifies all available environmental inputs, including ground based sensors, satellite, radar and various model data into a statistically consistent set of globally uniform data that flows seamlessly from the past to present and into the forecast.
Key Differentiators
The Ambee Advantage: Where Nature Meets Data
At Ambee, we understand that the atmosphere is not only dynamic but inherently biased and incomplete when observed from any single vantage point. Most environmental data providers stop at aggregation. We go significantly further, building a data infrastructure that is resilient, deeply validated, and intelligently constructed from the best available inputs.
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Purpose-built data architecture
Ambee’s environmental data platform is grounded in the principle that no single data source is sufficient. Satellites miss local variation, ground stations are sparse, and models often fail to capture regional behavior or climate modalities. That’s why Ambee leverages and unifies all available sensor networks, including Ambee’s proprietary network , which are then augmented with satellites, radar, and various models, to create a suite of temporally and spatially complete global datasets. -
Strategic source selection at every level
Ambee selects the best available source for each environmental parameter, tailored to both geography and signal type. For example, ECMWF, NOAA, and HRRR are prioritized for North America, ICON is used for German coverage, and CAMS provides optimal precision across Europe. This geographic specialization ensures regional accuracy without compromising global continuity.
Most critically, Ambee optimizes source selection at the parameter level. Satellite systems that excel at detecting particulate matter are used specifically for PM2.5. Vegetation-aware indices that power our pollen data.
- Intelligent calibration and gap resolution
Real-world data is incomplete by nature. Ambee’s pipeline is designed to identify, address, and resolve those gaps in real time. Missing values are filled using companion datasets and ground-based validations.. Raw satellite data is calibrated against the nearest ground station using dynamic models that adjust for local conditions, urban heat effects, land use, and seasonal variability.
This continuous learning system allows our satellite-derived data to inherit the precision of station-based observation, even in regions with minimal infrastructure. The calibration model is updated hourly, ensuring that accuracy improves over time and adapts to changing conditions.
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Resilience and redundancy built in
Our infrastructure is engineered for reliability. If a data source fails or degrades, our system automatically reroutes using secondary sources or trained fallback models. Cross-pollutant substitution and temporal interpolation ensure continuity, while final integrity checks at the pipeline level validate consistency before delivery. -
Built for enterprise performance
Ambee’s platform is designed to meet the demands of enterprise-grade applications. Data is delivered via our linearly scalable API-ready formats, including JSON, CSV, and map tiles, or as flat files delivered via major cloud providers..
Data Privacy
Ambee is committed to ensuring data privacy and security. We uphold the highest standards, evidenced by our ISO 27001 and SOC 2 certifications, which demonstrate our robust approach to managing sensitive data. Our privacy policy outlines how we collect, use, and protect your information. With stringent security measures in place, we prioritize your trust and ensure compliance with global data protection regulations to safeguard your privacy at every step.
Integrations
Frequently asked questions about Ambee
What does Ambee do?
Based in India, with offices in Boston and New York, Ambee provides enterprise-grade climate data that integrates best-in-class sensors, satellites, radar, and models. Our high-resolution, temporally complete global datasets deliver actionable data for any geographic location worldwide.
How much does Ambee cost?
The supported pricing models for Ambee’s data are available by getting in contact with them via Datarade. Get talking to a member of the Ambee team to receive custom pricing options, information about data subscription fees, and quotes for Ambee’s data offering tailored to your use case.
What kind of data does Ambee have?
Air Quality Data, Pollen Data, Wildfires Data, Climate Data, and 14 others
What data does Ambee offer?
Ambee delivers a unified suite of environmental and climate datasets, including weather, air quality, pollen, wildfires, Influenza-Like-Illness (ILI), and natural disasters. Each dataset features real-time, historical, and forecast data in both hourly and daily formats.. All data resources are global in scope and able to be mapped to any location of interest for seamless integration into any analytics, modeling, and operational systems.
How does Ambee collect data?
Unlike other providers that rely on singular inputs such as airport reporting stations, anemometers, or sensors, Ambee utilizes and unifies all available environmental inputs, including ground based sensors, satellite, radar and various model data into a statistically consistent set of globally uniform data that flows seamlessly from the past to present and into the forecast.
What’s Ambee’s data privacy policy?
Ambee is committed to ensuring data privacy and security. We uphold the highest standards, evidenced by our ISO 27001 and SOC 2 certifications, which demonstrate our robust approach to managing sensitive data. Our privacy policy outlines how we collect, use, and protect your information. With stringent security measures in place, we prioritize your trust and ensure compliance with global data protection regulations to safeguard your privacy at every step.
What are the best use cases for Ambee’s data?
Ambee’s environmental data platform enables predictive, real-time, and historical insights across industries where environmental conditions impact health, behavior, operations, and demand. Our data is used not just for monitoring, but for powering systems that respond to the world as it changes. Advertising & Marking Environmental triggers are highly correlated with respiratory events, symptom onset, and medication demand. Ambee helps pharmaceutical companies embed climate intelligence across the value chain. In marketing and personalization, real-time pollen surges, ILI trends, and AQI alerts trigger highly relevant messaging. In programmatic advertising, environment-based segments integrate with platforms like The Trade Desk to drive timely and contextual outreach. Demand Forecasting For demand forecasting, Ambee’s data provides real-time environmental data that can be joined with historical transactional data to help brands and pharmacies forecast demand down to the SKU and store level. Pharmaceutical and Life Sciences. In clinical trials, environmental factors such as air quality and temperature can influence patient recruitment, adherence, and trial outcomes. Studies show that fluctuations in PM2.5 and humidity levels can affect biomarkers, respiratory function, and participant retention. Ambee enables trial teams to monitor geographic variability, adjust protocols to account for local risk, and ensure data quality. Mobility and Automotive Weather, air quality, and fire risk directly impact mobility. Ambee provides hyperlocal data for clean air routing, smart in-cabin air systems, and EV range optimization. Fleets use our fire and severe weather data to adjust logistics in real time and protect assets. In connected vehicles, Ambee enhances comfort, safety, and sustainability by bringing dynamic environmental awareness to the driver experience. Digital Health and Wellness Digital health platforms and wearables rely on Ambee to contextualize user behavior and health metrics. Fitness apps adjust workout recommendations based on AQI, heat, and UV index. Mental health tools respond to weather-linked stress patterns. Remote patient monitoring benefits from pollution and pollen layers that improve the accuracy of symptom interpretation and proactive care for chronic conditions like asthma or COPD. Smart Homes and Connected Devices Ambee’s data powers intelligent automation across home environments. Smart purifiers and HVAC systems adjust settings based on real-time pollen and pollution data. Voice assistants deliver personalized environmental updates. IoT platforms use Ambee’s APIs to trigger automations that support indoor air quality, energy savings, and health outcomes.
What platforms is Ambee integrated with?
The Trade Desk, AWS Data Exchange, Snowflake Data Marketplace, Microsoft Azure Synapse Analytics, SAP Data Marketplace, and Databricks Marketplace