Industrial Artificial Intelligence

Industrial Artificial Intelligence is becoming increasingly important across global construction, infrastructure and industrial technology, influencing how projects are visualised, coordinated, delivered and managed over time.

Hitachi Research Reveals the Challenge of Scaling Physical AI in Industry

Posted by Anthony Davis

|October 23, 2026

Hitachi Research Reveals the Challenge of Scaling Physical AI in Industry

Only 8% of industrial decision-makers surveyed by Hitachi say their organisations have reached continuous optimisation and innovation with physical AI, despite 97% report...

Weekly Spot Prices - 23 Oct 2026

Indicative weekly spot prices for 60/70 grade. Actual delivered costs vary by packaging, logistics and duties.

Region	USD/tonne	Trend
Middle East · FOB (drums)	575	▲
Europe · Delivered	675	·
Asia · Delivered (bulk)	632	·
USA · Bulk	650	·

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Industrial Artificial Intelligence

Hitachi Research Reveals the Challenge of Scaling Physical AI in Industry

Industrial Artificial Intelligence

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