Ambee

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Ambee Data Products: APIs & Datasets

Explore Ambee’s datasets, databases, and data feeds.

Ambee Pricing & Cost

Learn about Ambee’s prices, subscription cost, and API pricing.

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.

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.

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About Ambee

Learn more about Ambee’s data sources, use cases, and integrations.

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.

Headquarters
India

Country Coverage

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (52)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Kosovo
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America
Oceania (25)
American Samoa
Australia
Cook Islands
Fiji
French Polynesia
Guam
Kiribati
Marshall Islands
Micronesia (Federated States of)
Nauru
New Caledonia
New Zealand
Niue
Norfolk Island
Northern Mariana Islands
Palau
Papua New Guinea
Pitcairn
Samoa
Solomon Islands
Tokelau
Tonga
Tuvalu
Vanuatu
Wallis and Futuna
Other (9)
Antarctica
Bouvet Island
British Indian Ocean Territory
Christmas Island
Cocos (Keeling) Islands
French Southern Territories
Heard Island and McDonald Islands
South Georgia and the South Sandwich Islands
United States Minor Outlying Islands
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

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.

Show 10 more

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.

Air Safety Analysis
Climate Modeling
Demand Forecasting
Demand Planning
ESG Performance Analysis
ESG Risk Assessment Investment Banking Life Insurance
Show 12 more

Certifications & Associations

Logo of ISO 27001 - Information Security Management certification
Logo of SOC 2 - Service Organisation Control 2 certification

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.

  1. 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.

  2. 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.

  1. 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.

  1. 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.

  2. 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.

CCPA compliant
GDPR compliant

Integrations

Logo of AWS Data Exchange integration
Logo of Databricks Marketplace integration
Logo of Microsoft Azure Synapse Analytics integration
Logo of SAP Data Marketplace integration
Logo of Snowflake Data Marketplace integration
Logo of The Trade Desk integration

What are you looking for?

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