Ambee’s suite of environmental intelligence is now live on Datarade

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Ambee’s suite of environmental intelligence datasets is now live on Datarade, one of the world’s leading platforms for discovering and licensing high-value commercial data. This deployment brings Ambee’s global data into a marketplace built for scale, where data scientists, analysts, and product teams can evaluate, test, and integrate trusted environmental signals with ease.

From current air quality, pollen, or weather conditions to long-range forecasts and additional products such as wildfire risk forecasts and influenza-like illness (ILI) projections, each dataset was developed for analytics.  All of Ambee data is globally uniform, temporally and spatially complete, and instantly delivered for any location on any landmass in the world. 

All data listings include robust samples, allowing buyers the ability to try before you buy and validate performance before committing to a subscription.

‍A single integration point for real-world environmental intelligence

Ambee’s data infrastructure unifies satellite, sensor, radar, and model inputs into globally uniform, analytics-ready datasets designed for seamless integration into any analytics workflow. Whether for dynamic alerting, ML applications, health personalization, demand modeling, or climate-risk scoring, the platform supports mission-critical systems across healthcare, insurance, retail, advertising, manufacturing, mobility, and more.

“With our full suite now available on Datarade, we’re accelerating the accessibility of trusted climate and environmental intelligence for anyone building in healthcare, insurance, retail, and beyond. said Jaideep Singh Bachher, Co-founder and CEO of Ambee. “We’ve always believed that environmental data should be as seamless and foundational as any other infrastructure layer. This move brings us one step closer to that reality.”

What’s available on Datarade

Ambee’s Datarade listings include detailed documentation, sample data, and enterprise licensing options across six environmental domains:

• Air quality – Calibrated global pollutant data (PM2.5, PM10, NO₂, O₃, CO, SO₂) with 96-hour forecasts, current conditions, and historical archives for up to 15 years. Designed for health modeling, insurance underwriting, and compliance.
  
  
• Pollen – Hyperlocal pollen counts by species and category (tree, grass, weed) with hourly updates, 30-day forward forecast view, and historical records spanning multiple decades. Supports allergy impact modeling and seasonal demand forecasting.
  
  
• Weather – A seamless data continuum from 1995 to present and up to a 15-day forward forecast. Available in hourly and daily formats with variables like temperature, humidity, wind, UV, and precipitation type.
  
  
• Wildfire – Real-time fire detections and 4-week wildfire risk projections using FRP, FWI, terrain, fuel load, and weather, with 30 years of historical archives. Structured for routing, risk modeling, and ESG frameworks.
  
  
• Natural disasters – Standardized, geo-tagged alerts and 30 years of historical records for events such as floods, landslides, cyclones, and storms. Includes severity scores and impacted area estimates.
  
  
• Influenza-like illness (ILI) – Weekly-updated 4-week Influenza risk forecasts across countries and sub-regions. Used for public health preparedness, pharma logistics, and digital wellness platforms.

How organizations are using Ambee's data

Making health systems climate-aware

In the pharma, life sciences, and digital health, environmental data is no longer optional. Environmental data, such as pollen and air quality, provide valuable data points on how trials are designed, how patients are monitored, and how symptoms are interpreted. Ambee’s pollen, ILI, and air quality data are integrated into engagement tools, remote care systems, and inventory planning workflows to align healthcare use cases with real-world data.

Turning environmental signals into commercial strategy

‍Retailers and consumer brands use Ambee’s data to map demand patterns to pollen surges, pollution spikes, flu cycles, and weather patterns right down to the SKU and store level. This enables more accurate demand forecasts, ensuring retailers and distributors have the right products on the shelves at the right time to meet consumer demand.

Suggested reading: Why ClimaChain is the future of better demand forecasting

Powering mobility, infrastructure, and automation

‍From EV range optimization to in-cabin air control and disaster-aware logistics, mobility platforms and automobile manufacturers rely on hyperlocal weather, wildfire, and AQI feeds to enhance routing, safety, and fleet readiness. Meanwhile, in smart homes and IoT ecosystems, Ambee’s data is the invisible signal that tells purifiers when to ramp up, HVAC systems when to shift, and assistants when to alert.

Building resilience across insurance and ESG

‍Climate volatility is now a systemic risk. Underwriters, actuaries, and risk analysts use Ambee’s wildfire, air quality, and natural disaster datasets to score exposure, design coverage models, and proactively engage customers. For ESG and sustainability teams, historical and forecast data support scenario modeling, regulatory disclosure, and long-term planning.

“We’re happy to have Ambee’s AI-ready datasets listed on Datarade,” said Richard Hoffmann, Co-founder of Datarade. “Ambee is meeting increased global demand for environmental intelligence with its suite of data products. Now that these data products are available on Datarade, organizations worldwide will be able to access, sample, and ingest them for a range of crucial use cases.”

Explore, evaluate, and build

Ambee’s datasets are designed to be plug-and-play, available in flat file formats, API-ready delivery, and cloud-native integrations. Every listing on Datarade comes with detailed data dictionaries and access to sample data, enabling rapid testing, validation, and deployment.

Explore Ambee’s live listings at Datarade.
or write to us at contactus@getambee.com for enterprise access and custom delivery.