Signup: Xweather developer trial

Account

Account - Primary

Xweather Protect

Protect

Xweather Optimize

Optimize

Xweather Observe

Observe

Wx Horizon

RoadAI

WeatherDesk

ClimateDesk

Xweather Powerup

Powerup

Footer > Products

Weather API

MapsGL

Developer

Developer - Toolkits

Developer - Resources

Developer - Documentation

Footer > Developer

Contact

Contact us

Support

Vaisala - Homepage

Newsletter

Media and PR

Security

Footer > Company

Footer - Primary

Terms of Service

Privacy Policy

Footer - Secondary 

Automotive

Aviation

Consumer

Digital marketing

Energy and utilities

Insurance

Precision agriculture

Retail

Smart home

Telecommunications

Transportation and logistics

Weather economy

Use Cases > Industries

Header > Use Cases

Products > Applications

Lightning data and maps

Hail data

Renewable energy data

Weather risk data

Road weather data and maps

Air quality data and maps

Maritime data and maps

Products > Data

Phrases API

Webhooks

Raster Maps

Products > Developer offering

Header > Products

Toolkit - MapsGL SDK

Toolkit - MapsGL iOS SDK

Toolkit - MapsGL Android SDK

Toolkit - Maps UI SDK

Navigation - Developer SDKs

Product Wizards

MapsGL demos

Navigation - Developer resources

Header > Developer

Xcast AI forecast

Xcast sensors

Hail - data

Xweather Lightning Network

Live

Knowledge > Science 

Blog

Blog: client stories tab

Annual lightning report 2024

EV range report

Lightning safety LP

Cyclone season LP

Knowledge > Perspectives

Header > Knowledge

API Pricing and Signup

Header - Primary

Technical Support

General Manager, WeatherDesk & ClimateDesk

Travis Hartman

Make the weather work for you

AI is not a replacement for traditional forecasting, but an additional tool in a much larger toolbox.

The case for applied tradecraft and ensemble forecasting

Steering clear of 'bad mojo': The case for applied tradecraft and ensemble forecasting

Want to stay in the loop? Subscribe to Xweather newsletter.

AI and machine learning are making waves in the field, but is this truly a revolution or just a passing trend? 

The AI forecasting boom: What’s hype and what’s real

It takes experience and tradecraft to know the difference between hype and real, proven potential of AI in weather forecasting.

The AI forecasting boom:  What’s hype, what’s real, and what’s next 

Travis Hartman - Author