CognitiveAristocracy
Detail
Industry report · generated from Mining's indicators

Mining — full AI read

Mining (Resources) ranks #47/50 on the Industry Transformation Index (37.9). AI tends to automate 30%, augment 32% and leave 38% human.

Sector
Resources
US employment
0.5M
Gross value added
$290bn
Work split
30% automate · 32% augment · 38% human

Dimension read

DimensionValueStandingWhat a high vs low value means — and where Mining sits
ITI Transformation (ITI)37.9Lagging · #47/50Low here — AI is reshaping it slowly — more stable, less near-term upheaval.
▲ high: AI is reshaping this sector fast — major disruption and opportunity  ·  ▼ low: AI is reshaping it slowly — more stable, less near-term upheaval
AI exposure AI exposure32.0Lagging · #47/50Low here — its work is largely outside current AI's reach.
▲ high: most of its work is exposed to current AI  ·  ▼ low: its work is largely outside current AI's reach
AI adoption AI adoption30.0Lagging · #47/50Low here — AI is barely adopted yet — laggard or untapped headroom.
▲ high: AI is already widely used across the sector  ·  ▼ low: AI is barely adopted yet — laggard or untapped headroom
Productivity uplift Productivity uplift46.0Lagging · #46/50Low here — limited AI productivity upside.
▲ high: large near-term AI productivity gains are available  ·  ▼ low: limited AI productivity upside
Growth outlook Growth outlook50.0Developing · #44/50Low here — weak growth outlook.
▲ high: strong growth outlook in an AI economy  ·  ▼ low: weak growth outlook

Strengths

  • No standout dimension.

Risk factors

  • Relative weakness — AI adoption (30.0, Lagging): AI is barely adopted yet — laggard or untapped headroom.
These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.