Al-Genius

Al-Genius — Aluminium casthouse production and metallurgical record generated as a byproduct of running a melt shop: furnace charge and smart-batching records (scrap selection, alloying additions, charge composition), cast and batch genealogy, homogenisation/sawing/packaging steps, spectrometer chemistry and quality KPIs against internal and customer specifications, automatically generated Certificates of Analysis, and end-to-end traceability from customer order and alloy specification through bundles and shipments. The firm's own positioning is 'leveraging industrial data to support manageme…

Al-Genius offers (Alternative, Supply Chain, Fundamental, ESG) — Dense rather than voluminous per site: a working casthouse generates charge, cast, assay, KPI and shipment records continuously across every furnace cycle and every bundle, so each deployment plausibly accumulates hundreds of thousands of process and assay rows per year — but total estate volume is small because deployments are few. Request further research on the number of live casthouses and retention policy, which together set the true corpus size..

Foundry/casthouse capacity-utilisation and OEE benchmarking; scrap-mix and alloy-addition optimisation models (charge composition → final chemistry outcome pairs, the core input to recycling-content maximisation); defect and quality-deviation prediction from process parameters; secondary-content and recycled-input verification for low-carbon aluminium claims and ASI-type certification; energy-per-tonne and furnace-cycle modelling; ML training for recipe recommendation and specification-compliance prediction across alloy families 1xxx–8xxx.

The data is with 4 years of history.

Coverage spans US, Other, Europe, APAC, China/HK; Application Software, Aluminum; alternative, supply_chain, fundamental, ESG; equities, commodities.