Catalog record · Risk Management
Stage as of May 24, 2024 · historical report, not live reconfirmation.
AI model guidance trial for tropical-cyclone forecasting
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
HKO's documented operational trial generates weather charts and cyclone-track guidance for forecasters; Fuxi products also appear on its public Earth Weather page.
- Reported stage
- Pilot
- Technology
- Machine Learning
- Business function
- Middle Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 26, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
2024 primary notice and member report explicitly describe trial use by operational forecasters. Status as of 2024-05-24.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
HKO's 2024 report finds AI models generally underestimate cyclone intensity. A May 2026 indexed academic paper says operational introduction occurred in 2025, but full text and DOI access failed. This candidate conservatively retains the fully accessed Pilot evidence; verify promotion separately. Track skill is not intensity or damage skill. Human weather interpretation and local vulnerability models remain necessary; one region's validation does not generalize globally.
Potential FS application · inferred
Inferred FS application: Regional typhoon exposure tracking and catastrophe-response preparation for insurers.
Multiple model tracks can help monitor plausible event paths before mobilising surveyors or contacting insured customers.
Original industry: Weather forecasting. Transfer limits: Track skill is not intensity or damage skill. Human weather interpretation and local vulnerability models remain necessary; one region's validation does not generalize globally.
Source register
- Addition of “Fuxi” AI Model Forecast Products on the “Earth Weather” Webpagehko.gov.hk · opens in a new tab
Hong Kong Observatory · issuer · full-text · Published 2024-05-24
- Member Report: Hong Kong, China, 19th Integrated Workshop, 2024typhooncommittee.org · opens in a new tab
Hong Kong Observatory / ESCAP-WMO Typhoon Committee · issuer · full-text · Publication date not recorded
- Operational experience of using artificial intelligence global models for tropical cyclone forecasting in the western north Pacific and the South China Seasciencedirect.com · opens in a new tab
Tropical Cyclone Research and Review · academic · indexed-primary · Published 2026-05-28
Research lanes: public_scientific · Batch global-discovery-2026-10-26. Coverage and remaining gaps