AI-Generated TAF (AI-TAF): Overview and Capabilities

Tomorrow.io’s AI-TAF solution provides enhanced aviation forecast coverage by combining authoritative data with AI-generated fallback TAFs, helping ensure continuous decision-making even when government-issued forecasts are missing.

What Is AI-TAF?

AI-TAF is a machine-generated Terminal Aerodrome Forecast that complements official aviation weather data. It is designed to solve a key operational challenge: missing or unavailable government-issued TAFs.

When a government TAF is present, Tomorrow.io surfaces that forecast.
If a TAF is missing for a given aerodrome, the platform automatically generates an AI-based forecast using proprietary models and vetted by internal meteorologists.

Key Features

• Seamless fallback support: Automatically delivers a model-generated TAF when an official one is missing.

• Full METAR/TAF support: Combines live METARs with either official or fallback TAFs in one API response.

• Advanced element logic: Forecasts include visibility, ceiling, wind, weather phenomena, and other operationally critical elements.

• Validated and trusted: Used internally and developed in collaboration with aviation partners such as Lufthansa.

Availability

• API Only (current) – Available via Tomorrow.io’s aviation forecast endpoints.

• Planned – Gale AI integration for conversational access and reporting use cases.

Use Cases

• Operations continuity at airports missing government TAFs

• Enhanced route planning and dispatch workflows

• Decision support for meteorology and flight ops teams

• Partner integrations and automation where full TAF coverage is required

Compatibility and Coverage

AI-TAFs are produced using Tomorrow.io’s global model framework and are available for airports worldwide, especially where government sources are intermittent or unavailable.
 

Questions?

Contact your Tomorrow.io Account Team or reach out to support@tomorrow.io for help integrating AI-TAFs into your aviation workflows.