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Good practice Imported

Weather Ready Pacific — Vanuatu's AI-Powered Forecasting Pilot with Tomorrow.io and USTDA

Vanuatu · Port Vila · See the Vanuatu profile · See the Port Vila profile

Evidence: Descriptive / self-reported Top 97% 20/100 · Ask Evidence Copilot about this practice

USTDA funds Vanuatu's Meteorology Dept to pilot Tomorrow.io's AI/ML weather platform for cyclone forecasting, announced September 2024 under Weather Ready Pacific; as of mid-2026 it remains an early-stage needs assessment with no published performance results.

Weather Ready Pacific — Vanuatu's AI-Powered Forecasting Pilot with Tomorrow.io and USTDA

Details

Maturity
Pilot
Promoter
Vanuatu Meteorology and Geo-Hazards Department (VMGD), with USTDA funding and Tomorrow.io delivery
Period
Grant announced 27 September 2024; technical assistance and platform pilot ongoing as of mid-2026, with no published completion date
Keywords
weather forecasting, early warning systems, disaster preparedness, satellite observation, machine learning

Context

The U.S. Trade and Development Agency (USTDA) awarded a technical-assistance grant to Vanuatu's Meteorology and Geo-Hazards Department (VMGD) to modernise the country's weather forecasting and early-warning systems, announced on 27 September 2024 as part of USTDA's 'Weather Ready Pacific' programme, supporting the Pacific Islands Infrastructure Initiative and the U.S. President's Emergency Plan for Adaptation and Resilience (PREPARE). Vanuatu is one of the world's most cyclone- and disaster-exposed nations.

Objectives

The scope covers a detailed review of Vanuatu's existing weather-forecasting and early-warning services, development of an investment plan for new weather-observation and telecommunications infrastructure, and a pilot of Tomorrow.io's weather-intelligence platform, which the company describes as integrating AI/ML algorithms with satellite observations to speed up and sharpen forecasts and warnings.

Activities

VMGD selected Tomorrow.io to deliver the technical assistance. USTDA Director Enoh T. Ebong, VMGD Acting Director Fred Jockley, U.S. Ambassador to Vanuatu Ann Marie Yastishock, and Tomorrow.io project lead Sebastien Boulay were named in the announcement.

Results

As of the most recent public information available (mid-2026), no accuracy figures, forecast-lead-time improvements, or other performance results from the Vanuatu pilot itself have been published by USTDA, VMGD, or Tomorrow.io; the announcement describes project scope and objectives rather than measured outcomes, and no grant amount or firm completion date has been disclosed.

Conclusions

This is a real, government-to-government-backed pilot worth tracking, but at this stage it is an early-stage needs assessment and technology trial rather than an evaluated success.

Implementation

Indicative cost
Low (< €50k) — No grant amount or budget breakdown has been publicly disclosed.
Time to results
Medium (1–3 years) — Grant announced 27 September 2024; technical assistance and platform pilot ongoing as of mid-2026 with no published completion date.
Staffing & skills
Vanuatu Meteorology and Geo-Hazards Department (VMGD) staff, Tomorrow.io technical delivery team, USTDA programme management

Conditions for success

  • a formal government-to-government technical-assistance grant with named officials on both sides
  • a phased approach: review existing services, build an investment plan, then pilot the AI/ML platform

Common failure modes

  • no accuracy, lead-time or performance results have been published as of mid-2026
  • no grant amount or completion date disclosed, limiting accountability tracking

Where it fits

Governance type
national meteorological agency with foreign technical-assistance grant
Scale
single national agency pilot (Vanuatu)
Income level
small island developing state / lower-middle-income

Commonly funded by

National / regional programmes

Indicative funding routes for practices of this type — always check each programme's current calls and eligibility rules.

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Data sources

Where this practice's information was retrieved from, and when.

Attachments

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