Lodestar
Exploration Intelligence
Demo region Eastern Goldfields, WA · Gold (Au)
DEMO DATA
01

Intake & Search

Pass and search every available source for the region — public open-file reports, surveys, drillholes, and the Company's own data, which never leaves its control.

Ingested sources

02

World Research

Systematic AI research across global knowledge — commodity trends, analog deposits, structural models, and market context — synthesised for this region.
03

Geological Knowledge & Analysis

The know-how layer: a geological knowledge graph of the region's deposits, structures and lithologies — and an engine that reasons over it to score prospectivity.

Regional knowledge graph

Prospectivity analysis

Real Weights-of-Evidence computation (Bonham-Carter & Agterberg) over the region: fits evidential weights, builds the posterior-probability map, and cross-validates. Data is a synthetic model for the demo.

04

Targets & Conclusions

Ranked, explainable targets with the geological rationale and a techno-economic "worth mining" screen — plus the retrospective back-test that proves the lift.

Ranked targets

Target map

Retrospective back-test

recall @ top 8% of ground
vs random baseline
baseline ≈ 8%
Real spatial cross-validation of the Weights-of-Evidence model (synthetic demo data). The decision to proceed is a go/no-go milestone on the Company's satisfaction, with this hit-rate as the evidence — not a contractual number.

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