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McKinsey Company Global Materials Perspective 2025

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McKinsey Global Materials Perspective 2025 - Comprehensive Analysis of Materials Industry Trends and Outlook

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Materials industry
Mining sector
Metals production
Supply chain
Energy transition

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主要主题

McKinsey Global Materials Perspective 2025 - Comprehensive Analysis of Materials Industry Trends and Outlook

主要优势

  • •Data-driven insights on materials demand across three energy transition scenarios through 2035
  • •Detailed supply-demand analysis based on 14,000+ global mining assets using MineSpans database
  • •Strategic guidance on productivity improvements, cost reduction, and sustainability initiatives
  • •Comprehensive coverage of geopolitical impacts, resource nationalism, and supply chain resilience
  • •Actionable recommendations for mining companies, metals producers, and materials buyers
  • •Analysis of emerging technologies including AI, automation, and deep-sea mining potential

目标受众

  • •Mining company executives and strategic planners
  • •Metals and materials producers across steel, aluminum, copper, and battery materials
  • •Materials procurement professionals and supply chain managers
  • •Investment analysts and portfolio managers in commodities sector
  • •Government policy makers focused on critical minerals and energy transition
  • •Sustainability officers and ESG professionals in materials sector

使用场景

  • •Strategic planning for materials companies navigating energy transition
  • •Investment decision-making for mining projects and commodity exposure
  • •Supply chain risk assessment and diversification planning
  • •Productivity improvement initiatives using AI, automation, and operational excellence
  • •Decarbonization strategy development and green premium analysis
  • •Market intelligence for commodity trading and procurement decisions
  • •Policy development for critical minerals and supply chain security

独特价值主张

  • •Powered by MineSpans database with 14,000+ assets and 1.8 million+ data points across 140+ countries
  • •Integrates three demand scenarios aligned with Global Energy Perspective 2025
  • •Asset-level bottom-up analysis rather than top-down forecasting
  • •Covers full value chain from mining to end-use including recycling and circular economy
  • •Addresses emerging trends: AI/data centers demand, defense sector growth, deep-sea mining
  • •Regional analysis spanning Europe, North America, China, and emerging markets
  • •Combines supply-demand modeling with cost curve analysis and productivity trends

幻灯片页面 (54)

每张幻灯片页面的详细视图,包括布局、关键内容和视觉元素。

页面 1
Title Slide

Cover - Global Materials Perspective 2025

内容

Title slide featuring McKinsey branding with dramatic aerial image of open-pit mining operations showing terraced extraction levels, conveyors, and industrial scale

布局结构

Clean cover design with white McKinsey logo top left, large title typography on left half, striking mining photography on right half spanning full height

关键视觉元素

  • •McKinsey & Company logo
  • •Large title: Global Materials Perspective 2025
  • •Publication date: October 2025
  • •Dramatic aerial mining photography showing scale of operations
页面 2
Introduction/Methodology

About this report

内容

Explains report methodology, scope focusing on metals and mining driven by energy transition, introduces MineSpans database covering 14,000+ assets, and describes Energy Solutions and McKinsey capabilities

布局结构

Two-column text layout on dark blue background, comprehensive paragraphs explaining report foundation and capabilities

关键视觉元素

  • •Dark blue background for contrast
  • •Structured text in clear hierarchy
  • •Detailed methodology explanation
页面 3
Executive Summary

Foreword (1/2)

内容

Overview of 2024 industry shifts: revenue down 6% to $3T but profitability resilient at $1.3T, increased resource nationalism, AI/defense demand growth, productivity rebound signs, and decarbonization slowdown in select regions

布局结构

Two-column layout with narrative text on left and mining infrastructure imagery on right, organized into four key shift categories

关键视觉元素

  • •Industrial mining infrastructure photography
  • •Four numbered strategic shifts highlighted
  • •Statistical callouts: 6% revenue decline, $3 trillion scale
页面 4
Executive Summary

Foreword (2/2)

内容

Continues outlook discussion: robust demand through 2035 driven by population growth and low-carbon tech, supply highly concentrated, need for trillions in investment. Identifies three opportunity areas: multilateral growth, productivity rebound, targeted sustainability

布局结构

Continuation of two-column format with industrial imagery, structured text outlining strategic opportunities

关键视觉元素

  • •Industrial steel/metal infrastructure photography
  • •Three strategic opportunity areas highlighted
  • •Emphasis on 30-50% TSR driver from operating decisions
页面 5
Methodology

Supply scenarios methodology

内容

Detailed explanation of three supply scenarios (base case, high case, full pipeline) based on project status from 'in operation' to 'unrealistic/in exploration', powered by 14,000+ assets database

布局结构

Left side contains explanatory text, right side features detailed table showing project status categories and which scenarios include them

关键视觉元素

  • •Research components infographic: 14,000+ assets, 140+ countries, 13 cost factors
  • •Project status classification table
  • •Visual indicators for inclusion/exclusion in scenarios
页面 6
Scenario Framework

Demand outlook based on continued-momentum scenario

内容

Presents three emissions reduction scenarios aligned with Global Energy Perspective, showing greenhouse gas emissions trajectories from 1990-2050, with continued momentum scenario (2.3°C warming) selected for this report

布局结构

Large emissions trajectory graph spanning top, detailed scenario comparison table below with three columns for slow evolution, continued momentum, and sustainable transformation

关键视觉元素

  • •GHG emissions line graph showing multiple scenarios
  • •Three scenario columns with detailed characteristics
  • •Temperature increase projections: 2.7°C, 2.3°C, 1.9°C
  • •1.5° pathway trajectory reference line
页面 7
Section Divider

Section 1: State of the industry - Title page

内容

Section divider introducing State of the Industry chapter with key message about coal/steel price corrections triggering revenue decline while gold, copper, aluminum maintained profitability

布局结构

Blue gradient background (left to right), white text with section number and navigation, key summary statement in large typography

关键视觉元素

  • •Section navigation showing 5 chapters
  • •Chapter 1 highlighted
  • •Summary statement about cyclical revenue decline
  • •Page number references for all sections
页面 8
Summary Dashboard

State of the industry: Key messages

内容

Four-column summary of key industry themes: (1) Growth and profitability - value pools shifting from steel/coal to gold/copper/aluminum, (2) Geopolitics - increased supply concentration and protective measures, (3) Decarbonization - progress slowed especially in EU steel, (4) Capital markets - strong TSR growth despite revenue declines

布局结构

Four equal-width columns with numbered headers, bulleted key points under each theme

关键视觉元素

  • •Four-column grid layout
  • •Numbered theme headers
  • •Statistical callouts: 6% revenue decline, 3-5 p.p. concentration increases, 8 Gt coal production
  • •30-50% TSR driver from company decisions
页面 9
Data Visualization - Financial Performance

Materials revenues stagnated in 2024

内容

Stacked bar chart showing materials industry revenues from 2000-2024 broken down by metals/mining, building materials, pulp/paper, plastics. Shows ~$6.8T total in 2024 (flat from 2023), with metals/mining down 6% to $3T but offset by other sectors

布局结构

Large stacked bar chart spanning full width, CAGR annotations on right, EBITDA line underneath bars

关键视觉元素

  • •Stacked bar chart 2000-2024
  • •Four material categories color-coded
  • •CAGR trends by period and category
  • •EBITDA margin callouts: 24% in 2024
  • •Peak revenue years highlighted
页面 10
Data Visualization - Performance Analysis

The decline was mainly driven by steel and thermal coal price corrections

内容

Two-part visualization: (1) Table showing price/volume/revenue changes 2023-2024 for top commodities, highlighting declines in steel (-12% price), thermal coal (-13%), battery materials (-26%), (2) Stacked bar chart showing revenue composition shift from 2023 to 2024

布局结构

Left side contains delta table with arrows indicating direction, right side shows two stacked bar charts comparing 2023 vs 2024 revenue composition

关键视觉元素

  • •Price/volume/revenue delta table
  • •Directional arrows (up/down)
  • •2023 vs 2024 revenue composition bars
  • •Percentage breakdowns by commodity
  • •Notable: Gold +23% price, Copper +8%, Steel -12%, Battery materials -26%
页面 11
Data Visualization - Financial Analysis

Profitability and cash positions stayed strong as value pools shifted

内容

Three-part analysis: (1) EBITDA trend 2000-2024 showing $0.7T in 2024, (2) Cash/short-term investments as % of assets remaining stable around 1.3%, (3) EBITDA pool composition showing shift from steel/coal (27%→23%, 38%→35%) to gold/copper/aluminum (10%→18%, 4%→6%, 9%→11%)

布局结构

Three separate visualizations arranged horizontally, with time series on left/center and composition comparison on right

关键视觉元素

  • •EBITDA trend line 2000-2024
  • •EBITDA margin percentages: 27% (2023) to 24% (2024)
  • •Cash position trend showing stability
  • •2023 vs 2024 EBITDA pool composition with percentage point changes
  • •Color coding by commodity type
页面 12
Strategic Analysis Framework

Countries are making strategic moves to reduce dependence

内容

Comprehensive table showing strategic moves by exporting and importing countries: export barriers, domestic downstream integration, supply nationalization, bilateral agreements, import barriers, resource development funds, strategic projects, and strategic stock development

布局结构

Three-column table with strategic moves, country examples, and opportunities for companies

关键视觉元素

  • •Categorization: Exporting countries, Importing countries, Both
  • •Country examples: Chile, China, DRC, EU, US, Australia, etc.
  • •Color-coded rows by stakeholder type
  • •Examples of opportunities for mining companies
页面 13
Data Visualization - Geopolitical Analysis

Sidebar: Recent export barriers have affected critical minerals

内容

Heat map matrix showing export barriers for commodities classified by production concentration (vertical axis: very high >90%, high 70-90%, medium 50-70%, low <50%) and commodity importance (horizontal axis: low 0-3 mentions, medium 4-7, high >7 on critical mineral lists). Highlights commodities with barriers imposed since 2024

布局结构

Matrix/heat map with concentration on Y-axis, importance on X-axis, commodities placed in cells with color coding for barrier status

关键视觉元素

  • •Color-coded dots: recent barriers (dark), pre-2024 barriers (medium), announced barriers (light), no barriers (outline)
  • •High-risk quadrant: high concentration + high importance
  • •Notable commodities: Antimony, Gallium, Tungsten, Rare earths, Graphite, Cobalt
  • •Examples of price impacts: Antimony doubled from $20 to $40/kg
页面 14
Data Visualization - Market Performance

Metals and mining outperformed S&P Global 1200 over the past decade

内容

Two line charts comparing metals/mining vs S&P Global 1200 performance 2015-2024: (1) TSR grew 3.5x for metals/mining vs 2.3x for S&P, (2) Market cap doubled for metals/mining (2.0x) vs 1.9x for S&P

布局结构

Two side-by-side line charts with indexed values (2015=100), showing dramatic outperformance especially 2020-2022

关键视觉元素

  • •Indexed performance charts (2015=100)
  • •Metals/mining reached 345 TSR index by 2024
  • •Market cap doubled over period
  • •Clear divergence starting around 2020
  • •Summary callouts: 3.5x TSR, 2x market cap increase
页面 15
Data Visualization - Market Structure

Macroeconomic trends show stabilization of market fragmentation

内容

Three bar charts showing structural shifts 2000-2024: (1) Top 10 companies' share of market cap declined from 60% to 30% then stabilized, (2) Regional shifts with China and North America gaining share, Europe declining to 11%, (3) Commodity mix among top 10 showing coal entry, steel decline

布局结构

Three horizontal stacked bar charts arranged vertically, each showing different dimension of market evolution

关键视觉元素

  • •Market cap values for each year shown
  • •Top 10 vs Rest of industry split
  • •Regional composition: China, North America, Europe, Other
  • •Commodity composition: Other, Steel, Coal
  • •Trend: consolidation 2000-2015, then fragmentation/stabilization
页面 16
Data Visualization - Performance Attribution

Management decisions drove 30-50% of TSR performance

内容

Bar chart decomposing TSR volatility by driver across five sectors (Aluminum mid/downstream, Copper upstream/integrated, Steel producers, Gold, Diversified players). Shows attribution to: company operating decisions (30-47%), company portfolio choices (11-28%), financial market momentum (12-53%), commodity price momentum (16-25%)

布局结构

Five vertical stacked bar charts showing percentage attribution of TSR drivers, with legend explaining four driver categories

关键视觉元素

  • •Percentage attribution stacked bars
  • •Four driver categories color-coded
  • •Company operating decisions highlighted as largest controllable factor
  • •Ranges: 30-47% from operating decisions
  • •Key message: management matters significantly despite commodity cycles
页面 17
Strategic Framework - Performance Matrix

Top TSR performance requires top-quartile production growth AND cost/capital productivity

内容

Heat map matrix showing excess TSR (adjusted for commodity price and market volatility) based on production growth quartile (vertical) and cost/capital productivity quartile (horizontal). Shows strongest performance (5-7% excess TSR) requires top quartile in both dimensions

布局结构

4x4 matrix heat map with production growth on Y-axis, cost/capital productivity on X-axis, cells colored by TSR performance level

关键视觉元素

  • •Color gradient from red (negative TSR) to green (positive TSR)
  • •Top-right quadrant shows highest performance: 5-7% excess TSR
  • •Bottom-left shows worst: -10 to -12% TSR
  • •Clear message: need excellence in BOTH dimensions
  • •Based on 219 companies, 2013-2023 data
页面 18
Section Divider

Section 2: Availability and growth - Title page

内容

Section divider for Availability and Growth chapter, highlighting that global supply-demand gap expected to narrow by 2035 driven by more modest demand outlook vs 2024 report, while regional gaps narrow with strategic projects

布局结构

Blue gradient background, white text, section navigation, key summary message

关键视觉元素

  • •Section 2 of 5 highlighted
  • •Page references for all sections
  • •Key message about narrowing supply-demand gap
  • •Professional minimal design
页面 19
Summary Dashboard

Availability and growth: Key messages

内容

Three-column summary: (1) Demand outlook - resilient growth particularly for energy transition materials, slower EV adoption/tech shifts suggest more modest outlook vs 2024, defense and data centers emerging as growth drivers, (2) Supply outlook - ramp-up exceeded forecasts for some materials, Chinese companies account for 36% of new assets, supply remains geographically concentrated, (3) Supply-demand gap - narrowing globally, focus shifting to regional balances, innovations may further reduce gap, closing gap requires $4.7T capex and 270 GW power

布局结构

Three equal columns with numbered headers and detailed bullet points under each

关键视觉元素

  • •Three-column grid layout
  • •Numbered themes: 1, 2, 3
  • •Key statistics embedded: $4.7T capex, 270 GW power, 36% Chinese share
  • •Emphasis on more modest outlook vs prior year
页面 20
Data Visualization - Energy Transition Trends

Slowing BEV sales and renewables share suggests slower energy transition

内容

Two-part comparison of 2024 vs projections: (1) BEV sales penetration showing China 28%, Europe 16%, Global 14%, US 8% in 2024, (2) Renewable energy share showing Europe 32%, China 18%, Global 17%, US 18%. Updated Global Energy Perspective projections reduced: BEV share by 2035 from 52-82% to 47-76%, renewables by 2050 from 60-80% to 60-70%

布局结构

Two line charts side by side showing regional trends 2018-2024, with projection updates shown below

关键视觉元素

  • •Regional line charts with different colors per region
  • •2024 actual data points highlighted
  • •Revised projection ranges shown
  • •Downward revision arrows
  • •Four regions tracked: China, Europe, Global, US
页面 21
Data Dashboard - Comprehensive Commodity Outlook

Demand outlook remains resilient across most commodities

内容

Grid of 20 small bar charts showing 2023-2024-2035 demand forecasts for: Alumina, Aluminum, Bauxite, Cobalt, Copper, Finished steel, Graphite, Iron ore, Lead, Lithium, Manganese, Metallurgical coal, Nickel, Phosphate, PGMs, Potash, Rare earths, Silver, Thermal coal, Uranium, Zinc. Each shows CAGR and change vs 2024 report (increase/decrease/neutral arrows)

布局结构

5x4 grid of mini bar charts, each with 3 bars (2023, 2024, 2035) and annotations showing CAGR and year-over-year change indicators

关键视觉元素

  • •20 commodity mini-charts in grid format
  • •Traffic light indicators: green (increase), red (decrease), gray (neutral)
  • •CAGR percentages for each commodity
  • •Demand shown in appropriate units: Mt, kt, Moz, etc.
  • •Notable: Strong growth in Lithium (14%), Rare earths (6%), Graphite (5%)
  • •Declines: Metallurgical coal (-1%), Iron ore (0%), PGMs (-1%)
页面 22
Sidebar - Sector Deep Dive

Sidebar: Defense could represent 2-8% of European demand by 2030

内容

Analysis showing NATO Europe defense sector could account for 2% aluminum, 4% steel, 8% copper demand by 2030 (assuming 3.5% defense spending as % of GDP). Includes growth projections 2024-2030 and notable opportunities in specialized materials: military-grade steel (Eglin, Maraging), tool steel, electrical steel for drones, high-strength aluminum, extrusions

布局结构

Three components: (1) Bar charts showing demand growth 2024-2030 for three commodities, (2) Defense share percentages, (3) Two text boxes describing notable opportunities

关键视觉元素

  • •Three bar charts showing 2024 vs 2030 growth
  • •Growth multipliers: 2.9x copper, 2.0x steel, 2.1x aluminum
  • •Defense share call-outs: 8%, 4%, 2%
  • •Opportunity descriptions for specialized steel and aluminum products
  • •High-value niche markets highlighted
页面 23
Sidebar - Sector Deep Dive

Sidebar: Data centers could become sizable demand driver for copper

内容

Projects data center capacity to grow 2.7x from 82 GW (2025) to 219 GW (2030), driven by AI expansion. Shows demand intensity per MW for various materials and resulting global demand growth by 2030: Steel +270% but <0.1% of global demand, Copper +270% representing 3.3% of global demand, Aluminum +270% representing 0.6% of demand

布局结构

Three components: (1) Stacked area chart of capacity by region, (2) Material intensity table, (3) Three bar charts showing 2024 vs 2030 demand for Steel, Copper, Aluminum

关键视觉元素

  • •Regional capacity growth chart showing North America, APAC, Europe, Middle East, Other
  • •2.7x growth highlighted
  • •Material intensity in tons/MW and kg/MW
  • •Copper impact most significant: 3.3% of global demand by 2030
  • •Visual emphasis on copper as key beneficiary
页面 24
Data Visualization - Supply Geography

Mining supply expected to remain concentrated with some diversification

内容

Heat map showing announced mining supply projects by commodity (rows) and region (columns: North America, Latin America, Europe, Sub-Saharan Africa, China, Rest of Asia, Oceania, Other). Shows concentration levels and whether top 3 supplying countries expected to change by 2035. Highlights: Iron ore (Australia), Met coal (Australia), Gold (China→Yes change), Copper (Chile), Lithium (Australia→Yes), Cobalt (DRC→Yes)

布局结构

Matrix heat map with commodities as rows, regions as columns, cells colored by share of incremental supply 2024-2035, final column shows expected change in top 3

关键视觉元素

  • •Heat map intensity showing regional supply concentration
  • •17 commodities analyzed
  • •Top supplying country shown for each
  • •Yes/No indicator for change in top 3 by 2035
  • •Notable: More than half of commodities will see change in top 3 suppliers
  • •40-60% of reserves located outside top 3 supply countries
页面 25
Strategic Analysis - Supply-Demand Balance

A more modest demand outlook is narrowing the expected supply-demand gap

内容

Table showing 2035 supply-demand balance forecast for 13 commodities under base-case and high-case supply scenarios. Shows whether gap is narrowing (↘), eliminated (√), or unchanged (—) vs 2024 report. Includes undersupply/oversupply scale and key demand/supply drivers for each commodity. Notable changes: Nickel now showing potential oversupply, REEs and Uranium gaps narrowing, Copper and Lithium undersupply persists

布局结构

Multi-column table with commodity names, supply-demand gap indicators (visual scale), change vs prior year, and narrative drivers columns

关键视觉元素

  • •Color-coded supply-demand scale: blue (undersupply) to light blue (oversupply)
  • •Gap change indicators: √ (eliminated), ↘ (narrowing), — (no change), ↑ (increased)
  • •Base case vs High case scenarios shown
  • •Demand and supply drivers explained for each
  • •Key insight: More balanced outlook vs 2024 due to slower energy transition and increased supply
页面 26
Data Visualization - Regional Self-Sufficiency Analysis

North America has opportunity to become significantly more self-sufficient in mining

内容

Bar chart comparison showing mining and refining self-sufficiency levels for key commodities in 2035: Europe, Europe + 13 Strategic Projects, and North America. Shows significant opportunities particularly for Lithium (North America 65% mine production self-sufficient), Natural graphite (North America 101%), Rare earth elements (92%). Europe remains heavily import-dependent even with strategic projects

布局结构

Horizontal grouped bar charts for 6 commodities (Lithium, Nickel, Natural graphite, Manganese battery-grade, Copper, Rare earths), showing mine production and refined production separately

关键视觉元素

  • •Three bars per commodity: Europe, Europe+13 projects, North America
  • •Mine production vs refined production shown separately
  • •Percentages labeled on bars
  • •Color coding: Europe (light), Europe+projects (medium), North America (dark)
  • •Key message: North America much better positioned than Europe
  • •Europe struggles even with strategic projects except for Rare earths (92%)
页面 27
Strategic Analysis - Innovation Impact Assessment

Supply-demand balances likely to shift driven by continued innovation

内容

Table showing key demand-side and supply-side innovations with potential to disrupt supply-demand balances by 2035: Sodium-ion batteries, Solid-state batteries, Electrically excited synchronous motors (EESMs), Direct lithium extraction, Primary sulfide leaching, Deep-sea mining. Each evaluated on momentum, barriers to scale-up, impact on supply-demand gap and commodity prices

布局结构

Detailed table with innovations as rows, multiple evaluation columns (momentum, barriers, S/D gap impact, price impact), traffic light indicators for momentum

关键视觉元素

  • •Letter codes A-F for each innovation
  • •Momentum indicators: accelerating (dark), decelerating (light)
  • •Impact arrows: ↗ (increasing price), ↘ (decreasing price)
  • •Detailed barrier descriptions for each technology
  • •Timeline indicators: production announcements by 2025-2028
  • •Notable: Most innovations face technical or economic barriers to scale-up by 2035
页面 28
Sidebar - Emerging Technology Analysis

Sidebar: Deep-sea mining could be major disruptor for several commodity markets

内容

Shows estimated reserves in Clarion-Clipperton Zone (CCZ) vs terrestrial sources for key battery materials: Manganese (CCZ: 5,992 Mt vs Terrestrial: 5,200 Mt), Copper (226 Mt vs 1,000 Mt), Nickel (274 Mt vs 150 Mt), Cobalt (44 Mt vs 13 Mt), Titanium (67 Mt vs 899 Mt). Discusses regulatory status: ISA exploration permits issued, Cook Islands advancing, US signaling support, Norway pausing

布局结构

Horizontal grouped bar chart comparing CCZ nodules vs terrestrial reserves for 5 commodities, with explanatory text below

关键视觉元素

  • •Comparative bar charts showing CCZ has more Nickel and Cobalt reserves than terrestrial
  • •CCZ competitive for Manganese, less for Copper
  • •Geographic regions mentioned: CCZ Pacific, Cook Islands EEZ, Norway
  • •Regulatory status summary
  • •Key uncertainties: processing at scale, environmental impact, regulatory framework
页面 29
Sidebar - Economic Analysis

Sidebar: Value distribution of deep-sea nodules more differentiated than land-based ores

内容

Compares composition and value of polymetallic deep-sea nodules (CCZ and Cook Islands) vs land-based nickel ores (Limonite and Sulfide). CCZ nodules valued at $500/ton with significant Manganese content (uncertain value), Cook Islands nodules $240/ton more Cobalt-rich. Key challenge: can manganese from nodules serve as viable alternative to land-based mining? Current trials haven't succeeded in converting manganese waste into alloys

布局结构

Four stacked bar charts showing content composition and 2024 value per ton for each source, with waste vs valuable materials color-coded

关键视觉元素

  • •Stacked composition bars: Waste, Manganese, Nickel, Copper, Cobalt
  • •Value per ton in $/t for each source
  • •Color coding distinguishing waste from valuable materials
  • •CCZ: heavy manganese but processing uncertain
  • •Cook Islands: more cobalt-focused
  • •Land ores: Limonite ($270/t) vs Sulfide ($540/t)
  • •Question mark over manganese value realization
页面 30
Strategic Analysis - Resource Requirements

Increases in energy, people, and investments needed by 2035

内容

Summary of three critical resource requirements to close supply-demand gap by 2035: (1) Energy: ~270 GW of new power capacity needed (no change vs 2024 report), plus 1,100 GW to decarbonize current industry, (2) People: ~350,000 new jobs needed (+40,000 vs 2024 due to shift to labor-intensive regions like Sub-Saharan Africa), mining/metallurgy graduates declining 75% in Australia, 40% in US (2011-2021), (3) Investments: $4.65T capex required (-$200B vs 2024 due to more modest demand), need $260B/year matching 2011-13 peak

布局结构

Three-column layout with header boxes showing GMP 2025 requirements, change vs GMP 2024, and underlying challenge for each of the three resource categories

关键视觉元素

  • •Three-column grid: Energy, People, Investments
  • •Change indicators showing deltas vs prior year report
  • •Key statistics highlighted: 270 GW, 350K jobs, $4.65T
  • •Challenge descriptions with specific percentages
  • •Directional arrows showing increases/decreases
  • •Emphasis on talent shortage as key bottleneck
页面 31
Data Visualization - Exploration Trends

Exploration investment remained flat while cost per discovery increased >5x

内容

Two visualizations: (1) Line chart showing exploration cost per discovery increased from ~$50M (1975) to $250M+ (2019), over 5x increase, (2) Stacked bar charts showing exploration capex 2014-2024 by region (relatively flat ~$11-16B) and by commodity (gold dominant, battery materials growing at 28% CAGR, zinc/potash/coal declining)

布局结构

Top: single line chart spanning decades, Bottom: two sets of stacked bar charts side-by-side showing 2014-2024 trends

关键视觉元素

  • •Dramatic long-term trend line showing cost inflation
  • •>5x callout emphasized
  • •Regional breakdown: North America, Latin America, Australia, Africa, Asia-Pacific, Rest
  • •Commodity breakdown: Gold, Copper, Coal, Iron ore, Battery materials, Other
  • •2022 peak spending highlighted
  • •CAGR annotations: Battery materials +28%, others +2-5%
  • •Recent moderation 2022-2024 visible
页面 32
Section Divider

Section 3: Productivity and affordability - Title page

内容

Section divider for Productivity and Affordability chapter, with key message that despite more balanced supply-demand outlook, higher commodity prices still required to encourage sufficient supply to come online to meet demand

布局结构

Blue gradient background, white text, section navigation, summary statement

关键视觉元素

  • •Section 3 of 5 highlighted
  • •Page references for all chapters
  • •Key theme: pricing pressure despite balanced outlook
  • •Clean minimal design
页面 33
Summary Dashboard

Productivity and affordability: Key messages

内容

Three-column summary: (1) Capital intensity and productivity - Following steep decline 2004-10 and flat phase 2010-18, productivity rebounding at 1% p.a. since 2018 due to automation and digital tech, uneven across regions, challenges remain from ore grade decline and labor shortages, (2) Price evolution - Price increases still required for several commodities (notably copper and battery materials) to encourage supply, upward pricing could result in substitution/demand destruction, (3) Next frontier of productivity - Opportunities in AI (geospatial mapping, ore sorting), Gen AI (capex derisking, maintenance), Automation (autonomous trucks), Electrification, Global sourcing diversification

布局结构

Three equal columns with numbered headers and detailed bullet points

关键视觉元素

  • •Three-column grid
  • •Numbered themes 1, 2, 3
  • •Key statistics: 1% productivity growth, challenges from declining ore grades
  • •Technology categories listed
  • •Emphasis on continued productivity improvement needed
页面 34
Data Visualization - Productivity Trends

Global mining productivity has seen modest rebound since around 2018

内容

Four line charts showing MineLens Productivity Index components 2004-2024: (1) Overall index showing three phases: 'Volume at all costs' (-8% p.a. 2004-10), 'Patching the wounds' (0% p.a. 2010-18), 'Rebound journey' (1% p.a. 2018-24), (2) Labor productivity (1% p.a. 2018-24), (3) Capital productivity in real terms (1% p.a. 2018-24), (4) Factor cost productivity in real terms (2% p.a. 2018-24)

布局结构

One large index chart at top spanning full width, three smaller component charts below in row

关键视觉元素

  • •Indexed charts (2004=100)
  • •Three distinct phases labeled and color-coded
  • •COVID-19 impact visible in 2020
  • •CAGR callouts for each phase and component
  • •Rebound since 2018 clearly visible across all metrics
  • •Real terms adjustments for capital and factor cost
页面 35
Data Visualization - Regional Performance Comparison

Productivity increase has been uneven across regions

内容

Four regional MineLens Productivity Index charts 2015-2024 showing divergent trends: Latin America (+3% p.a., strongest performer), North America (0% p.a., flat despite post-COVID rebound), Sub-Saharan Africa (-2% p.a., declining), Oceania (+1% p.a., modest positive). Latin America gains driven by factor cost and capital productivity, North America/Oceania constrained by labor productivity declines -4% and -2% CAGR respectively, Sub-Saharan Africa reflects losses in both labor and capital productivity

布局结构

Four line charts arranged in 2x2 grid, each showing regional index 2015-2024

关键视觉元素

  • •Four regional charts indexed (2015=100)
  • •Phases color-coded: 'Patching wounds' vs 'Rebound journey'
  • •CAGR for rebound period shown on each
  • •COVID-19 dip visible across all regions
  • •Latin America clear outperformer
  • •Sub-Saharan Africa only region with negative trend
  • •Regional divergence emphasized
页面 36
Summary Dashboard - Risk Factors

Future productivity is under pressure from several factors

内容

Six challenge categories with illustrative statistics: (1) Declining ore grades requiring more energy/processing (17% absolute copper mill-head grade reduction 2012-24), (2) Deeper pits and underground mining (28 p.p. increase in underground nickel over next 10 years), (3) Labor shortages (2.3x increase in mining job vacancies 2010-2023), (4) Rising operational costs (23% increase in copper costs forecast to 2035), (5) Environmental and community considerations (40% of mines in water-stressed areas by 2040), (6) Project cost and timeline overruns (78% of projects 2003-23)

布局结构

Six boxes arranged in 2x3 grid, each with icon, challenge description, and key statistic

关键视觉元素

  • •Six illustrated challenge boxes
  • •Icons for each category (truck, pickaxe, person, dollar, globe, gear)
  • •Large percentage callouts
  • •Concise descriptions
  • •Comprehensive view of productivity headwinds
  • •Data sources cited at bottom
页面 37
Data Visualization - Cost Curve Analysis

Flatter cost curves for lithium and nickel indicates margins more sensitive to demand changes

内容

Three cost curve charts showing total cash cost to meet 2035 demand for Copper, Nickel, and Lithium in high-case scenario. Shows 2024 price line, C90 (90th percentile cost to meet demand), and cost to cover 100% of demand. Color-coding shows margin levels. Key finding: Lithium and Nickel have flatter curves (many projects clustered at similar costs) making margins highly sensitive to small demand shifts. Copper curve steeper, less sensitive. Volume with <10% margin to full demand: Copper 17%, Nickel 79% (limited new projects announced), Lithium 35%

布局结构

Three horizontal cost curve charts, each showing volume on X-axis, cost on Y-axis, with price lines and margin zones color-coded

关键视觉元素

  • •Cost curves with volume on X-axis, $/t on Y-axis
  • •Three margin zones: >10% to C90 (dark), <10% to C90 (medium), <10% to full demand (light)
  • •2024 price and threshold lines marked
  • •Percentages showing volume at risk
  • •Nickel curve flattest - highest sensitivity
  • •Copper curve steeper - lower sensitivity
  • •Lithium intermediate
页面 38
Data Visualization - Price Gap Analysis

Price increases are required for several commodities to encourage sufficient supply

内容

Six charts showing incentive price (NPV=0 at 15% discount rate) of announced projects vs 2024 average price and minimum price to meet 2035 demand for: Copper (+19% needed), Nickel (+16%), Lithium (+28%), Bauxite (0%), Uranium (-30%), Natural graphite (-49%). Shows distribution of project incentive prices and identifies gap between current prices and prices needed to bring sufficient supply online

布局结构

Six small charts arranged in 2x3 grid, each showing incentive price distribution with 2024 price and minimum required price marked

关键视觉元素

  • •Incentive price distribution curves for each commodity
  • •2024 average price line (blue)
  • •Minimum price to meet 2035 demand line (teal)
  • •Gap percentage highlighted (+/- %)
  • •Volume in Mt or kt on X-axis, price ($/t or $/lb) on Y-axis
  • •Three commodities need higher prices (Copper, Nickel, Lithium)
  • •Three have prices above needed levels (Bauxite, Uranium, Graphite)
  • •Clear visualization of investment challenges
页面 39
Strategic Framework - Opportunity Matrix

Several new technologies and practices have emerged that could improve productivity

内容

Matrix showing improvement opportunities by cost category and technology/operational practice. Cost categories: Labor (25-30% of costs), Sustaining capex (20-25%), Energy (15-20%), Consumables (15-20%), Maintenance and spares (10%). Technologies: AI (workforce forecasting, predictive maintenance, process optimization), Gen AI (generative scheduling, issue resolution), Automation (robotization, autonomous electric trucks), Electrification (equipment electrification, thermal storage), Global supplier diversification

布局结构

Matrix/table with cost categories as rows, technology categories as columns, specific opportunities in cells

关键视觉元素

  • •Cost category percentages showing breakdown
  • •Technology categories color-coded across top
  • •Specific opportunities in each cell
  • •Examples: Predictive maintenance, Autonomous hauling, AI-assisted negotiant modeling
  • •Comprehensive view of productivity levers
  • •Note indicating chart is exemplary and non-exhaustive
页面 40
Section Divider

Section 4: Sustainability - Title page

内容

Section divider for Sustainability chapter with key message: Mounting downward pressure on green premiums has slowed industrial decarbonization, with low-carbon technology relying on CO2 taxes or subsidies to support deployment

布局结构

Blue gradient background, white text, section navigation, summary statement

关键视觉元素

  • •Section 4 of 5 highlighted
  • •Page references for all sections
  • •Key theme: economic reality check on green premiums
  • •Clean minimal design
页面 41
Summary Dashboard

Sustainability: Key messages

内容

Three-column summary: (1) An economic reality check - Most companies maintain long-term commitments, customer surveys show growing green demand but decreasing willingness to pay, subdued green premium indices, ~40% of DRI and 33% of low-carbon steel projects on hold or canceled in Europe in past 12-18 months, (2) Outlook lags behind Paris Accord - Metals/mining emissions ~7.4 Gt CO2 (20% of global) in 2024, projected decline only 6% by 2035, grid decarbonization largest driver (40% of decline), efficiency improvements 30%, recycled materials 20%, (3) Innovation and regulatory support - Many abatement levers 'in the money', deep-decarbonization levers remain uncompetitive, stronger innovation efforts required, regulation could boost development through unified thresholds and scrap collection incentives

布局结构

Three equal columns with numbered headers and detailed bullet points

关键视觉元素

  • •Three-column grid
  • •Numbered themes 1, 2, 3
  • •Key statistics: 40% DRI projects on hold, 7.4 Gt emissions, 6% decline by 2035
  • •Breakdown of emissions decline drivers
  • •Emphasis on economic challenges to decarbonization
页面 42
Data Visualization - Market Demand Forecast

Demand for green materials expected to increase to 30% of procured volume by 2030

内容

Bar chart comparing current (Now) vs 2030 projected share of green materials in procurement volume across 7 commodities: Steel (20%→31%, +11 p.p.), Aluminum (25%→33%, +9 p.p.), Copper (21%→31%, +10 p.p.), Nickel (16%→29%, +13 p.p.), Lithium (17%→31%, +14 p.p.), Plastics (29%→38%, +9 p.p.), Glass (22%→30%, +8 p.p.). Average increases from 21% to 32%

布局结构

Paired bar chart showing Now vs 2030 for each commodity, with percentage point increase annotated

关键视觉元素

  • •Paired bars (Now in dark, 2030 in light) for each commodity
  • •Percentage point increase labeled above each pair
  • •Current average: 21%, 2030 average: 32% highlighted
  • •Sample sizes noted (n=49 to n=102 depending on commodity)
  • •Based on 2025 survey of decision-makers
  • •Note: 'Green materials' defined by respondents
页面 43
Data Visualization - Market Sentiment Analysis

Survey indicates willingness to pay for green products is decreasing

内容

Three cumulative distribution charts comparing 2024 vs 2025 survey results on willingness to pay premiums for green materials in Steel, Aluminum, and Copper. Shows increasing share of customers unwilling to pay premiums: Steel (34%→52% no/limited premium), Copper (39%→51%), while Aluminum stayed relatively stable (~50%). Maximum willingness to pay thresholds defined for each: Steel <$120/t, Aluminum <$150/t, Copper <$800/t

布局结构

Three S-curve cumulative distribution charts side by side, each comparing 2024 vs 2025 survey waves

关键视觉元素

  • •S-curve cumulative distributions
  • •2024 vs 2025 comparison lines
  • •Premium price thresholds on X-axis
  • •Percentage of respondents on Y-axis
  • •'No to limited premium' percentages highlighted
  • •Leftward shift (more price-sensitive) for Steel and Copper
  • •Aluminum relatively stable
  • •Sample sizes noted
页面 44
Data Visualization - Project Status Analysis

Momentum for low-carbon steel projects in Europe has slowed

内容

Two waterfall charts showing status of announced low-carbon steel projects in Europe: (1) DRI capacity: 32.0 Mt announced as of Q4 2024, 14.0 Mt on hold/canceled, 7.5 Mt announced/financed, 10.5 Mt under construction as of Aug 2025 (40% of announced capacity on hold/canceled), (2) Low-CO2 steelmaking initiatives: 63 Mt announced, 21 Mt on hold/canceled, 27 Mt announced/financed, 15 Mt under construction (33% on hold/canceled)

布局结构

Two side-by-side waterfall charts showing progression from announced capacity to construction status with intermediate stages

关键视觉元素

  • •Waterfall format showing capacity attrition
  • •Color coding: black (announced), gray (on hold/canceled), medium (announced/financed), blue (under construction)
  • •Capacity in Mt per annum
  • •40% and 33% on hold/canceled emphasized
  • •Clear visualization of project delays/cancellations
  • •Excludes 2nd/3rd phases of multiphase projects
页面 45
Data Visualization - Economic Scenario Comparison

The business case for decarbonization is becoming more challenging in some regions

内容

Two line charts comparing 2022 vs 2025 projections of steelmaking costs in Central Europe for: BF-BOF (baseline), Scrap EAF, NG DRI-EAF, H2 DRI-EAF. 2022 projection showed H2 DRI-EAF reaching parity with BF-BOF by 2037, NG DRI-EAF by 2032. 2025 projection pushes these out to >2040 and 2035 respectively. Main driver: increased electricity and hydrogen price projections

布局结构

Two side-by-side line charts (2022 projection vs 2025 projection) showing cost trajectories 2026-2040 for four steelmaking routes

关键视觉元素

  • •Four color-coded lines per chart representing steelmaking routes
  • •Cost in €/t of HRC on Y-axis
  • •Years 2026-2040 on X-axis
  • •Break-even points marked and labeled
  • •Rightward shift of break-even points in 2025 projection
  • •H2 DRI-EAF consistently most expensive
  • •Gap between projections driven by higher energy costs
  • •Footnotes detail cost assumptions for electricity, H2, CO2
页面 46
Data Visualization - Emissions Trajectory

Metals and mining emissions projected to decrease by modest 6% by 2035

内容

Waterfall chart showing emissions trajectory from 7,380 Mt CO2e in 2024 to 6,960 Mt in 2035, breaking down drivers: Production increase (+620), Grid decarbonization (-440), Efficiency improvements (-360), Higher share of recycled material (-210), Announced net-zero production (-30). Steel accounts for 87% of 2024 emissions, 82% of 2035 emissions

布局结构

Waterfall chart with starting bar (2024), positive/negative drivers as intermediate bars, ending bar (2035), with breakdown by commodity type color-coded

关键视觉元素

  • •Stacked bars showing commodity breakdown: Steel, Thermal coal, Aluminum, Copper, Battery materials, Precious metals, Others
  • •Waterfall format with + and - drivers
  • •Overall 6% reduction highlighted
  • •Grid decarbonization largest contributor (40% of decline)
  • •Efficiency improvements 30%, Recycled materials 20%
  • •Steel dominance emphasized: 87%→82%
  • •Net change: -420 Mt CO2e
页面 47
Data Visualization - Circular Economy Analysis

Scrap volumes have grown across materials but total share increased only for zinc and battery materials

内容

Paired bar charts showing 2015 vs 2024 primary and recycled material volumes for 7 commodities: Steel (crude), Aluminum, Copper, Zinc, Nickel, Lithium, Cobalt. Shows growth in recycled volumes (18-2,156% increase 2015-24) but for most commodities, recycled share of total remained relatively stable. Exception: Zinc increased recycled share, Battery materials (Li, Co, Ni) saw dramatic growth from low base. Average collection and recovery rates shown: Steel 95%/95%, Aluminum 70%/85%, Copper 50%/70%, Zinc N/A/N/A, Nickel 65%/80%, Lithium 35%/30%, Cobalt 40%/80%

布局结构

Seven paired bar charts (2015 vs 2024) arranged horizontally, with primary (blue) and recycled (dark blue) volumes stacked, collection/recovery rates shown below each

关键视觉元素

  • •Paired bars showing primary vs recycled split
  • •2015 vs 2024 comparison for each commodity
  • •Growth percentages in recycled volumes
  • •Collection rate and recovery rate percentages
  • •Battery materials showing dramatic growth but from small base
  • •Steel and Aluminum high volume, stable shares
  • •Visual emphasis on limited progress in most commodities' recycled share despite absolute volume growth
页面 48
Data Visualization - Trade Flow Analysis

Western countries are exporting scrap to Eastern countries across commodities

内容

Three flow diagrams showing annual net scrap trade flows 2015-24 average for Steel, Aluminum, and Copper by region. Shows Europe and North America as major net exporters across all three materials. Steel flows primarily to Middle East/North Africa and 'Other Asia'. Copper flows to 'Other Asia'. Aluminum flows more complex with China as major importer. Callout notes transatlantic aluminum scrap price gap drove +44% YoY increase in US imports from EU (Q2 2024 vs Q2 2025)

布局结构

Three side-by-side Sankey-style flow diagrams showing directional trade flows, with regions color-coded as net exporters (blue), neutral (gray), or net importers (red)

关键视觉元素

  • •Three commodity flow diagrams side by side
  • •Regions: Europe, North America, Oceania, Sub-Saharan Africa, Latin America, China, India, Other Asia, MENA
  • •Bar widths proportional to trade volume (Mt)
  • •Color coding: Blue (net exporter), Gray (neutral), Red (net importer)
  • •Steel scale larger (~20 Mt) vs Aluminum and Copper (~1-2 Mt)
  • •Callout box on transatlantic aluminum scrap price arbitrage
  • •Note: Steel not to scale with other commodities
页面 49
Section Divider

Section 5: The way forward - Title page

内容

Section divider for The Way Forward chapter with message that various strategic moves exist centered on availability/growth, productivity/affordability, and sustainability to help players navigate uncertainties and capture opportunities

布局结构

Blue gradient background, white text, section navigation, summary statement

关键视觉元素

  • •Section 5 of 5 highlighted
  • •Page references for all sections
  • •Forward-looking theme emphasized
  • •Clean minimal design
页面 50
Strategic Framework - Action Matrix

Strategic moves mining players can consider

内容

Matrix of strategic opportunities for mining companies organized by chapter themes with priority themes and potential responses: Availability & Growth (Diversify geographically, Integrate vertically, Expand in critical materials, Build partnerships), Productivity & Affordability (Strengthen lean operations, Accelerate automation, Deploy traditional AI, Adopt gen AI solutions), Sustainability (Decouple supply chains, Collaborate downstream). Three numbered examples provided: (1) Shingo Prize awards for operational excellence, (2) Autonomous haulage systems 84% growth to 3,800 trucks, (3) AI-powered exploration start-up with 60+ active projects

布局结构

Three-column table with Chapter, Priority Themes, and Potential Strategic Responses, plus three numbered example callouts on the right

关键视觉元素

  • •Chapter-organized rows
  • •Strategic opportunity descriptions
  • •Three specific examples with numbers 1, 2, 3
  • •Icons or emphasis on key initiatives
  • •Comprehensive coverage of value chain strategic options
  • •Examples provide proof points for recommendations
页面 51
Strategic Framework - Action Matrix

Strategic moves metals players can consider

内容

Matrix of strategic opportunities for metals producers organized similarly: Availability & Growth (Leverage incentives, Strengthen scrap supply, Secure scrap access, Target niche growth sectors), Productivity & Affordability (Source globally, Diversify energy mix, Deploy traditional AI, Adopt gen AI solutions), Sustainability (Decouple supply chains, Reconfigure value chain). Three numbered examples: (1) Government incentives leading to local supply chain opportunities with accelerated permitting/financing, (2) Value chain reconfiguration with HBI hubs in low-cost regions, (3) Expanded scrap collection infrastructure with OEM partnerships

布局结构

Three-column table structure with examples numbered 1, 2, 3 on the right side

关键视觉元素

  • •Similar structure to mining player recommendations but adapted for metals producers
  • •Emphasis on scrap access and circular economy
  • •Energy diversification highlighted
  • •Three concrete examples with numbers
  • •Government incentives and policy support emphasized
  • •HBI hub model as cost-competitive green transition pathway
页面 52
Strategic Framework - Action Matrix

Strategic moves materials buyers can consider

内容

Matrix of strategic opportunities for materials procurement/buying organizations: Availability & Growth (Stockpile critical inputs, Secure local sourcing, Enable circularity, Certify inputs, Co-invest in supply, Form innovation partnerships), Productivity & Affordability (Streamline specifications, Adopt digital tools, Hedge price risk, Enable new supply), Sustainability (Leverage circular inputs, Shape green demand). Three numbered examples noted: (1) Environmental/social/governance credential verification, (2) Investments accelerating R&D for circularity technology, (3) Partnerships across value chain propelling innovation scale-up

布局结构

Three-column table with strategic themes and opportunities, plus numbered examples

关键视觉元素

  • •Buyer-focused strategic options
  • •Emphasis on supply security and risk mitigation
  • •Digital procurement tools highlighted
  • •Circular economy and ESG themes prominent
  • •Innovation partnership opportunities
  • •Three numbered examples providing context
  • •Balance of defensive (stockpiling) and offensive (co-investment) strategies
页面 53
Reference / Credits

To learn more / Authors and contributors

内容

Two-part page: (1) Grid of related McKinsey publications with thumbnail images and titles: Global Energy Perspective, Materials 'green' premia trends, How to capture next S-curve in commodity trading, Materials Circularity, How Apple is helping increase circular materials, Green-steel hubs, Toward security in battery raw materials, The capex crystal ball, Mining for operational excellence, plus note to 'Stay tuned for latest insights', (2) Authors listed (Michel Van Hoey, Karel Eloot, Marcelo Azevedo, Gustav Hedengren, Michel Foucart) and extensive contributor acknowledgments (~40 names)

布局结构

Left side: 3x3 grid of publication thumbnails with titles, Right side: Author and contributor text block

关键视觉元素

  • •Publication thumbnails with varied imagery
  • •McKinsey branding consistent
  • •Related content clearly linked
  • •Comprehensive contributor acknowledgments
  • •Professional closing page layout
页面 54
Legal / Copyright

Copyright and disclaimer

内容

Standard McKinsey copyright notice and disclaimer stating report contains confidential and proprietary information intended for internal use only, not to be reproduced without consent. Includes disclaimer that nothing is investment advice, material based on believed-reliable information but not guaranteed accurate/complete, McKinsey accepts no liability for losses from use of content

布局结构

Dark background (navy/black), white McKinsey logo at top, white text in paragraphs below, standard legal disclaimer format

关键视觉元素

  • •McKinsey & Company logo in white
  • •Copyright 2025 notice
  • •Dark professional background
  • •Standard legal disclaimer text
  • •Clean minimal closing design

常见问题

关于此幻灯片和基础演示文稿内容的常见问题。

What are the three supply scenarios used in the Global Materials Perspective 2025 and how do they differ?

The report uses three supply scenarios based on project maturity: (1) Base-case includes all operating assets (corrected for depletion) plus projects under construction or with completed feasibility studies and secured financing, (2) High-case adds projects with completed prefeasibility studies (adjusted for likelihood of execution), and (3) Full pipeline includes all announced projects down to exploration stage. These scenarios are built from McKinsey's MineSpans database covering 14,000+ mining assets across 140+ countries. Most analysis in the report focuses on base-case and high-case scenarios.

How does the 2025 demand outlook differ from the 2024 Global Materials Perspective report?

The 2025 outlook is more modest due to: (1) Slower-than-expected growth in decarbonization efforts, particularly EV adoption in EU and US which flattened or slowed, (2) Shifts in battery chemistry reducing demand for certain materials, and (3) Economic headwinds. The projection for BEV share by 2035 decreased from 52-82% to 47-76%, and renewable energy share by 2050 decreased from 60-80% to 60-70%. However, demand remains robust overall, with energy transition materials still driving more than half of growth, and new demand vectors emerging from AI data centers and defense sectors.

What role do AI and data centers play in future materials demand, particularly for copper?

Data center capacity is projected to expand 2.7 times from 82 GW in 2025 to 219 GW by 2030, driven by AI adoption. This expansion could significantly impact materials demand, with copper seeing the most dramatic effect - data centers could represent 3% of global copper demand by 2030 (up from 1% in 2024), adding approximately 1,075 kilotons of demand. The impact on steel and aluminum is smaller in percentage terms (<1% of global demand) despite similar growth rates. This represents a new structural demand driver beyond traditional energy transition applications.

Why has the business case for green steel projects deteriorated in Europe, and what percentage of projects are affected?

The business case has weakened due to increased projections for electricity and hydrogen prices, pushing the break-even point for H2 DRI-EAF technology from 2037 (in 2022 projections) to beyond 2040 (in 2025 projections). As a result, approximately 40% of announced DRI capacity (14 Mt out of 32 Mt) and 33% of low-carbon steelmaking initiatives (21 Mt out of 63 Mt) in Europe have been put on hold or canceled as of mid-2025. This reflects mounting economic challenges despite continued policy commitments, with companies facing insufficient green premiums and higher input costs than previously anticipated.

What is deep-sea mining and how could it impact commodity markets by 2035?

Deep-sea mining involves extracting polymetallic nodules from the ocean floor, particularly in the Clarion-Clipperton Zone (CCZ) in the Pacific. These nodules contain significant reserves: CCZ holds an estimated 5,992 Mt of manganese (comparable to terrestrial reserves), 274 Mt of nickel (exceeding terrestrial 150 Mt), 226 Mt of copper (less than terrestrial 1,000 Mt), and 44 Mt of cobalt (exceeding terrestrial 13 Mt). However, significant challenges remain: (1) Processing technology at scale is unproven, (2) Global regulatory framework through the International Seabed Authority remains unclear, (3) Environmental impacts are uncertain with strong opposition from NGOs and some governments, (4) Converting manganese waste into valuable alloys has not yet succeeded in trials. While resource potential is vast, commercial viability and timeline remain highly uncertain.

How much investment, energy, and labor will be required to close the supply-demand gap by 2035?

Closing the gap by 2035 requires three critical inputs: (1) Investment: approximately $4.65 trillion in capital expenditures for mining exploration, sustaining capital, and project development - requiring roughly $260 billion per year, matching the highest investment levels seen during the 2011-13 peak, (2) Energy: ~270 GW of new power capacity to support increased production, plus an additional 1,100 GW if the industry aims to fully decarbonize its current power supply, and (3) People: ~350,000 new jobs needed, which is particularly challenging given mining and metallurgy graduates have declined by 75% in Australia and 40% in the US between 2011 and 2021.

What percentage of TSR performance in metals and mining is driven by management decisions versus commodity cycles?

Analysis of 224 metals and mining companies from 2001-2023 shows that 30 to 50 percent of TSR overperformance is driven by company operating decisions (changes in production, capital productivity, and cost position), rather than commodity price cycles or market momentum. The specific breakdown varies by sector: Steel shows 47% from operating decisions, Aluminum mid/downstream 30%, Copper 31%, Gold 47%, and Diversified players 28%. To achieve TSR outperformance, companies typically need to combine top-quartile production growth with an above-median position in cost efficiency and productivity - falling short on either dimension significantly reduces likelihood of excess TSR.

How has mining productivity evolved over the past two decades and what's driving the recent rebound?

Mining productivity went through three distinct phases: (1) 'Volume at all costs' (2004-2010): steep 8% annual decline as massive investment and rising costs delivered limited production growth during the commodity supercycle, (2) 'Patching the wounds' (2010-2018): flat productivity as companies focused on incremental efficiency gains with declining prices, and (3) 'Rebound journey' (2018-present): 1% annual growth supported by accelerated adoption of automation and digital technologies. The rebound has been uneven geographically: Latin America leads at 3% annual growth driven by factor cost gains, North America remains flat (0%), Oceania shows modest growth (1%), while Sub-Saharan Africa declined (-2%). Key challenge: ore grade declines, labor shortages, and rising operational costs continue to pressure future productivity.

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