{
  "id": 10734321,
  "title": "Mining Forum: AI begins paying off, McKinsey says",
  "url": "https://urgent.news/2026/09/29/mining-forum-ai-begins-paying-off-mckinsey-says",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-29T15:01:31.000Z",
  "source": {
    "name": "Mining.com",
    "slug": "mining-com",
    "url": "https://www.mining.com/mining-forum-ai-begins-paying-off-mckinsey-says/"
  },
  "original_language": "en",
  "account": "A recent McKinsey report reveals that artificial intelligence (AI) is beginning to yield financial gains for major mining companies. Fifteen out of 19 firms tracked by McKinsey reported earnings improvements in Q3, up from just four in the previous quarter. AI has the potential to boost mining earnings by 10-15% by increasing production by 5% and cutting direct costs by 10%. Processing plants are leading the AI adoption, with 10 companies reporting a bottom-line impact. McKinsey's Ferran Pujol emphasized that merely having numerous AI initiatives does not constitute transformation; the true test lies in whether the domain operates differently. While McKinsey labels these gains as \"realized value claims,\" the consultancy has not disclosed the specific companies or the monetary value of the gains. Pujol noted that this preliminary data point requires confirmation and further investigation to ascertain whether companies can sustain these gains and replicate them across various mining operations.",
  "summary": "Fifteen of 19 major mining firms saw AI-driven financial gains in Q3, up from 4 last quarter.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}