Ambee data accuracy you can trust

Delivering real-time, hyperlocal environmental intelligence with verified precision — trusted by enterprises worldwide.
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Ambee data accuracy

Accuracy isn’t optional.
It's critical.

Make confident decisions with scientifically validated environmental data. Ambee ensures every insight is grounded in precision, reliability, and real-world validation.

How we ensure unmatched accuracy

From NASA satellites to ground sensors, Ambee fuses 60+ data sources with AI-powered calibration.
Rigorous validation ensures real-time accuracy — even where ground stations don't exist. For wildfire forecasts, Ambee applies deep learning on thermal, SAR, and hyperspectral imagery, ensuring detection accuracy above 95%.

Data sources

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Machine learning calibration

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Real-time outputs

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Validation loops

See Ambee’s accuracy in action

Test our real-time air quality data against official monitors — live, for your city or explore current, historical, and forecasted air quality trends across the globe.
USEPA vs Ambee data comparison

Proven accuracy across critical environmental APIs

Ambee’s data is validated, benchmarked, and trusted globally across air quality, pollen, weather, ILI flu trends, geocoding, natural disasters, and more.
API
Metric highlight
Proof
Data availability
Air quality
98% AQI match
Validated against EPA monitors
Real-time • Historical • Forecast
Pollen
93% Pollen match
Correlates with NAB stations
Real-time • Historical • Forecast
Weather
500 m Resolution
Cross-validated with NOAA data
Real-time • Historical • Forecast
Wildfire
95% Detection accuracy
Deep learning on satellite thermal
Real-time • Historical • Forecast
ILI (flu trends)
85–90% Trend match
Health surveillance datasets
Historical • Forecast
Geocoding
98% match rate for address ↔ location
Validated against global address databases
Real-time
Emissions
Carbon emissions tracking
US EPA and satellite data calibration
Real-time • Historical
Natural disasters
Multi-hazard global coverage
Cross-referenced emergency databases
Real-time • Historical
Volcano
Active volcano monitoring
Satellite thermal analysis (MODIS, VIIRS)
Real-time • Historical
Flood
Dynamic flood monitoring
Satellite + ground validation
Real-time • Historical
Tsunami
Early tsunami detection feeds
Global alert networks and seismological data
Real-time • Historical
Cyclone
Global cyclone alerts
NASA satellite & NOAA NHC data
Real-time • Historical
Hurricane
Real-time hurricane monitoring
NOAA NHC, ECMWF satellite data
Real-time • Historical
Severe weather
Instant severe weather notifications
NOAA, ECMWF models
Real-time • Historical
Severe storms
Intense storm tracking
Doppler radar and satellite fusion
Real-time • Historical
Drought
Soil dryness and drought risk analysis
Meteorological and hydrological models
Real-time • Historical
Landslide
Risk and detection insights
Topographic + precipitation modeling
Real-time • Historical
Extreme temperature
Extreme heat/cold alerts
Satellite-derived temp validation (MODIS)
Real-time • Historical
Sea ice
Polar ice monitoring
NASA CryoSat-2, ICESat-2 datasets
Real-time • Historical
View more

Global standards, verified by leading agencies

We align with standards set by NASA, US EPA, WHO, and national weather agencies — ensuring our data meets the world’s highest benchmarks.
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Trusted by enterprises across industries

Fortune 500s and innovators choose Ambee to power critical decisions in healthcare, smart cities, insurance, and environmental technologies.

What our customers say about Ambee’s accuracy

We must understand the environmental changes and act upon them in the right way. Ambee keeps us in tune with our environment and is key to creating better outcomes for people.

Vipul Parmar
Global Head of Data Management, WPP

We monitor the impacts of AQ on the health outcomes of asthma and COPD patients. Ambee gives great access to hyperlocal data to help us monitor acute respiratory health events.

Luke Marshall
CEO, and Founder, VitalFlo

Solving climate change requires collaboration across industries. Hence, Razor partnered with Ambee to make reliable real-time and accurate data available to the blockchain.

Hrishikesh Huilgolkar
CEO, Razor Oracle Network

We tried out Ambee’s Weather and Pollen API for our healthcare app. The data was accurate and valuable, and the team was really supportive. I would recommend working with them.

Kunal Kishore Dhawan
Co-founder, and CEO, Navia Life Care

The PACE team is thrilled to be working with partners like Ambee, who bring a fresh perspective to our work and ensure that the PACE mission will provide societal benefit.

Lorraine Remer
Atmospheric Scientist, University of Maryland Baltimore County

The display systems, sensor devices, & data on cloud services truly show why they are the pioneers in the market. The process, too, was easy—incredible work by team Ambee.

V Chandeeswra G
Sr Manager, Brigade

It has helped Adylic showcase the power of utilizing API in personalizing ads. In this case, we were able to target users' needs at the right time based on the user's location.

Stefanie Wong
DCO Specialist, Adylic

See Ambee’s impact in action

Discover how enterprises like GSK and Publicis use Ambee’s hyperlocal data for real-world success.
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Why Ambee outperforms traditional providers

Unlike traditional models, Ambee integrates 12x more data points with real-time AI calibration for superior environmental intelligence.
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Ambee
Traditional providers
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Traditional providers
Real-time updates
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Satellite + ground integration
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Global coverage
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API-first delivery
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AI-powered calibration
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Ready for accurate environmental intelligence?

Unlock trusted, real-time environmental data to drive your most critical decisions. Connect with our experts for a customized walkthrough today.