Methodology

How Fuel Intelligence AU works

Fuel Intelligence AU tracks signals across fuel, shipping, supply chains, commodities, weather, and global conditions to understand how pressure may build and flow toward Australia.

The platform does not create raw data. It brings together existing information from external sources and looks at how different signals connect over time.

How it works

From source data to public signal

  • External data is observed from multiple public and commercial sources.
  • Signals are grouped into areas such as shipping, fuel, commodities, trade, weather, and global risk.
  • Patterns and pressure are assessed across those signals.
  • The result is presented as public-facing summaries, including governance briefings, fuel context, shipping watch, and cost-of-living impact.

The goal is not to predict exact outcomes. The goal is to make developing conditions more visible before they become obvious.

Data inputs

Where the information comes from

Data used by the platform comes from publicly observable and independently verifiable sources, including:

  • Maritime vessel tracking and AIS systems, including Datalastic and VesselFinder.
  • Fuel and refinery information, including Australian Institute of Petroleum data.
  • Commodity and economic data, including World Bank, IMF, and FRED / St Louis Federal Reserve datasets.
  • Global reporting and risk signals, including UN, WFP, OCHA, AP News, S&P Global, and Maersk operational updates.
  • Weather and hazard information, including Bureau of Meteorology data.
  • Mapping layers using OpenStreetMap and Leaflet.
Use of AI

AI is a tool, not a source

AI is used as a support tool to help structure, process, compare, and explain information. It does not generate the underlying data.

The source data comes from external datasets, public reporting, maritime systems, economic sources, and other observable inputs. AI helps organise and interpret those inputs, but it is not treated as a source of truth.

Independence

Independent and informational

Fuel Intelligence AU is an independent project. It is not affiliated with any government, institution, regulator, or official body.

The information should be treated as an informational layer only. It is not financial advice, emergency advice, government advice, or a guaranteed forecast.

Where accuracy is critical, users should verify information directly with the relevant primary source.

Development status

Built openly and improved over time

Fuel Intelligence AU is early-stage and being developed transparently. The .info domain was chosen deliberately because the project is focused on information, signal visibility, and public understanding.

The methodology may improve as the system matures, but the operating principle remains the same: use observable external signals to help explain pressure, direction, and possible consequence for Australia.