Forward to: Strategy Team

Competitive Intelligence
Workflows

Ten agent workflows for the Strategy Team — competitor portfolio analysis, production capacity monitoring, M&A activity tracking, leadership change detection, capital allocation intelligence, market share analysis, technology adoption benchmarking, geographic expansion signals, partnership and JV tracking, and competitive intelligence dashboards — enabling strategic advantage through comprehensive domain intelligence.

These workflows display realistic demo data for demonstration. In production, the agents connect to your real mining and resources data via MCP services or CSV import.
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Both options include MCP services with connectors for your existing data sources, APIs, and internal platforms. Data dictionaries define the schema contract between each agent and your data sources.
See example of production dashboards: Programmatic Trading AI Agent Dashboards →

1Competitor Portfolio Analysis

AI agent monitors major mining company domains for portfolio changes including acquisitions, divestments, project updates, and strategic rebalancing across commodities and geographies.

1
Track Competitor Portfolios
/investors/press/aboutOpenPageRank
COMPETITOR PORTFOLIO INTELLIGENCE — 24 MAJORS TRACKED ════════════════════════════════════════════════════════ bhp.com — BHP Group /investors: Pivoting to "future-facing" commodities — Cu, Ni, K /press: Divesting thermal coal assets — $2.1B disposal SIGNAL: BHP copper-focused strategy — increasing competition for Cu assets riotinto.com — Rio Tinto /press: $6.7B lithium acquisition (Arcadium) completed /investors: Lithium now 4th pillar alongside iron ore, aluminum, copper SIGNAL: Rio entering lithium — new major competitor in battery metals glencore.com — Glencore /investors: Maintaining coal portfolio — contrarian strategy /press: Copper-cobalt expansion in DRC — $3.8B capex SIGNAL: Glencore doubling down on DRC — monitor regulatory risk

2Production Capacity Monitoring

AI agent monitors competitor production reports, expansion announcements, and capacity additions to model industry supply growth by commodity and geography.

1
Track Capacity Changes
/investors/pressOpenPageRankCountries
PRODUCTION CAPACITY INTELLIGENCE ════════════════════════════════════════════════════════ COPPER CAPACITY ADDITIONS (2026-2028): ivanhoemines.com: Kamoa-Kakula Phase 3 — +200kt/yr freeportmcmoran.com: Grasberg UG ramp-up — +150kt/yr bhp.com: Olympic Dam expansion study — +100kt/yr (pending) teck.com: QB2 ramp-up — +300kt/yr NET COPPER SUPPLY IMPACT: New capacity: +750kt/yr by 2028 Offset by depletion: -400kt/yr Net growth: +350kt/yr — below demand growth of +500kt/yr SIGNAL: Structural copper deficit persists despite capacity additions

3M&A Activity Tracking

AI agent monitors mining company domains, investment bank research, and deal databases for merger, acquisition, and joint venture activity across the mining sector.

1
Track M&A Activity
/investors/press/leadershipDomain Ages
M&A ACTIVITY INTELLIGENCE ════════════════════════════════════════════════════════ COMPLETED DEALS: Rio Tinto → Arcadium Lithium: $6.7B (lithium platform) Gold Fields → Osisko Mining: $2.8B (Canadian gold) SIGNAL: Majors acquiring to fill organic growth gaps RUMORED / EARLY SIGNALS: lundinmining.com /leadership: New M&A VP hired from Goldman Sachs firstquantum.com /investors: Strategic review announced SIGNAL: First Quantum strategic review — potential acquisition target M&A TRENDS: Deals this year: 42 (+18% YoY) | Avg premium: 32% Top commodity: Copper (38%) | Top geography: Americas (45%)

4Leadership Change Detection

AI agent monitors competitor leadership pages and career postings for C-suite changes, board appointments, and senior management moves that signal strategic direction shifts.

1
Track Leadership Changes
/leadership/press/careersPersonas
LEADERSHIP CHANGE INTELLIGENCE ════════════════════════════════════════════════════════ angloamerican.com — Anglo American /leadership: New CEO appointed — former BHP copper division head /press: Strategic review expected within 90 days SIGNAL: Copper executive as CEO — expect copper-focused strategy pivot newmontmining.com — Newmont /leadership: New CFO from tech sector — digital transformation focus /careers: +15 technology roles posted this month SIGNAL: Newmont accelerating digital strategy — technology competition LEADERSHIP CHANGES (12 months): CEO changes: 4 | CFO changes: 6 | Board changes: 18 M&A hires: 3 (deal pipeline building)

5Capital Allocation Intelligence

AI agent monitors competitor capital expenditure announcements, budget changes, and investment priorities to understand strategic resource allocation across the industry.

1
Track Capital Allocation
/investors/pressOpenPageRank
CAPITAL ALLOCATION INTELLIGENCE ════════════════════════════════════════════════════════ CAPEX BY COMPETITOR (FY2026 Guidance): BHP: $10.2B (+12% YoY) — copper focus Rio Tinto: $8.5B (+8%) — lithium + iron ore Newmont: $2.8B (+4%) — sustaining heavy Barrick: $3.2B (+15%) — copper + gold growth SECTOR TRENDS: Total major capex: $78B (+11% YoY) Growth capex: 42% of total (up from 35%) Top allocation: Copper 34%, Iron ore 22%, Gold 18% SIGNAL: Industry shifting to growth mode — copper dominant

6Market Share Analysis

AI agent monitors production data and financial disclosures from mining companies to calculate and track market share by commodity, geography, and customer segment.

1
Analyze Market Share
/investors/pressCountries
MARKET SHARE INTELLIGENCE — COPPER ════════════════════════════════════════════════════════ Rank Company Production(kt) Share Trend 1 Codelco 1,620 7.8% ↓0.4% 2 Freeport-McMoRan 1,480 7.1% ↑0.3% 3 BHP 1,280 6.2% ↑0.5% 4 Glencore 1,120 5.4% ↑0.2% 8 Our Company 680 3.3% ↑0.1% OUR POSITION: Global copper: 8th (target: 6th by 2030) Growth required: +380kt/yr to reach target SIGNAL: Organic + M&A growth plan on track

7Technology Adoption Benchmarking

AI agent monitors competitor technology disclosures and vendor customer announcements to benchmark technology adoption rates across the mining industry.

1
Benchmark Tech Adoption
/press/sustainability/productsIAB Categories
TECHNOLOGY ADOPTION BENCHMARKING ════════════════════════════════════════════════════════ Company AHS Digital Twin BEV AI/ML Score Rio Tinto ●●● ●●○ ●●○ ●●● 8.5 BHP ●●● ●●● ●●● ●●○ 8.8 Newmont ●●○ ●●○ ●○○ ●●○ 6.5 Our Company ●○○ ●○○ ●○○ ●●○ 4.8 KEY GAPS: AHS: Behind — competitors at 3x deployment scale Digital twin: Behind — competitors have production deployments PRIORITY: Accelerate AHS and digital twin to close gap

8Geographic Expansion Signals

AI agent monitors competitor domain changes and announcements for geographic expansion signals including new office openings, country-specific career postings, and regional partnerships.

1
Track Geographic Expansion
/careers/press/contactCountries
GEOGRAPHIC EXPANSION INTELLIGENCE ════════════════════════════════════════════════════════ barrick.com — Barrick Gold /careers: 14 new postings in Saudi Arabia — copper-gold exploration /contact: New Riyadh office listed SIGNAL: Barrick entering Saudi Arabia — new frontier for gold-copper bhp.com — BHP /careers: Exploration geologists — Argentina lithium /press: Partnership with provincial government for lithium exploration SIGNAL: BHP entering Argentine lithium — evaluate our position GEOGRAPHIC TRENDS: New entries this year: Saudi Arabia (2 majors), Argentina (3) Exits: Russia (ongoing), Myanmar (2 exits) Emerging: Greenland, Botswana, Namibia

9Partnership & JV Tracking

AI agent monitors mining company and technology vendor domains for strategic partnerships, joint ventures, and collaboration announcements that reshape competitive dynamics.

1
Track Strategic Partnerships
/partners/press/investorsOpenPageRank
PARTNERSHIP & JV INTELLIGENCE ════════════════════════════════════════════════════════ riotinto.com — Rio Tinto + Microsoft /partners: AI partnership for autonomous operations /press: $102M joint investment in mining AI platform SIGNAL: Major tech-mining partnership — competitive advantage building bhp.com — BHP + Caterpillar /press: Zero-emissions mining alliance — $400M commitment /partners: Joint development of electric mining fleet SIGNAL: BHP locking in electrification leadership through JV PARTNERSHIP TRENDS: New partnerships this year: 28 Tech partnerships: 42% | EV/climate: 28% | JVs: 18%

10Competitive Intelligence Dashboard & Report

AI agent synthesizes all competitive intelligence into an executive dashboard — providing the strategy team with real-time visibility into competitor moves, market dynamics, and strategic positioning.

1
Generate CI Dashboard
/investors/press/leadershipOpenPageRank
COMPETITIVE INTELLIGENCE DASHBOARD — FEBRUARY 2026 ════════════════════════════════════════════════════════ COMPETITOR MOVES: Portfolio shifts: 3 majors pivoting to copper M&A deals: 42 this year | Leadership changes: 28 MARKET POSITION: Copper: 8th globally (target 6th) | Gap: +380kt/yr Technology: Below peer average — AHS and digital twin gaps STRATEGIC OPPORTUNITIES: Acquisition targets: 3 identified | JV opportunities: 2 Geographic expansion: Saudi Arabia, Argentina emerging
2
Generate CI Report

Competitive Intelligence Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── Major competitors tracked: 24 M&A transactions: 42 this year Leadership changes: 28 in 12 months Technology benchmarked: 5 categories KEY INSIGHTS Industry consolidation accelerating around copper and critical minerals. BHP and Rio Tinto building future-facing portfolios. Technology adoption gap widening — competitors ahead on AHS and digital twins. First Quantum strategic review signals acquisition opportunity. Geographic frontier opening in Saudi Arabia.

Agent Comparison

Overview of all AI agents deployed in the Competitive Intelligence workflow and their specific functions.

Agent NamePurposeDescriptionKey Outputs
Portfolio AnalystCompetitor Portfolio TrackingMonitors major mining company domains for portfolio changes, acquisitions, divestments, and strategic rebalancing.Portfolio maps, commodity exposure analysis, strategic direction signals
Capacity MonitorProduction CapacityTracks competitor production reports and expansion announcements to model industry supply growth.Capacity forecasts, supply growth models, depletion analysis
M&A TrackerDeal IntelligenceMonitors mining companies and investment banks for merger, acquisition, and JV activity across the sector.Deal alerts, valuation benchmarks, target identification
Leadership ScannerManagement ChangesMonitors competitor leadership pages and career postings for C-suite changes and strategic hires.Leadership alerts, strategic direction signals, talent movement tracking
Capex AnalystCapital AllocationTracks competitor capital expenditure announcements and budget changes for investment priority analysis.Capex comparisons, investment trends, growth vs sustaining splits
Market Share AgentPosition TrackingMonitors production data and financial disclosures to calculate market share by commodity and geography.Market share tables, position tracking, growth gap analysis
Tech BenchmarkerTechnology AdoptionTracks competitor technology disclosures and vendor announcements for adoption rate benchmarking.Adoption scorecards, maturity comparisons, gap identification
Geo Expansion AgentGeographic SignalsMonitors competitor domains for geographic expansion signals including career postings and office openings.Expansion alerts, frontier market intelligence, exit signals
Partnership TrackerStrategic AlliancesMonitors mining and technology vendor domains for partnerships, JVs, and collaboration announcements.Partnership alerts, JV terms analysis, collaboration trends
CI SynthesizerExecutive DashboardAggregates all competitive intelligence into dashboards for strategy team decision-making.CI dashboards, competitive briefings, strategic recommendations

Frequently Asked Questions

Common questions about AI agent competitive intelligence workflows for mining.

How do AI agents detect M&A activity before public announcements?
AI agents monitor multiple early M&A signals from mining company domains. The Leadership Scanner detects M&A advisory hires on /leadership pages. The Geo Expansion Agent spots unusual career posting patterns in new geographies. The Portfolio Analyst identifies strategic review announcements on /investors pages. When First Quantum announced a strategic review, the agent flagged it as an acquisition signal weeks before market speculation began.
What competitive data sources are monitored?
The CI agents monitor 24 major mining company domains across /investors (financial data, production reports), /press (announcements, partnerships), /leadership (management changes), /careers (hiring signals), /contact (office locations), /sustainability (ESG strategy), and /products (technology adoption) pages. Enrichment data including OpenPageRank, countries, and domain ages provide additional competitive signals.
How is technology adoption benchmarked against competitors?
The Tech Benchmarker agent extracts technology adoption data from competitor /press pages (deployment announcements), /sustainability reports (digital transformation metrics), and vendor /case-studies (customer references). Technologies are scored across 5 categories — AHS, digital twin, BEV, AI/ML, and IoT. Current analysis shows the company scoring 4.8/10 versus peer leaders at 8.5+, with AHS and digital twin as the widest gaps.
Can agents identify potential acquisition targets?
Yes. The M&A Tracker combines multiple signals to identify targets: companies announcing strategic reviews (First Quantum), junior miners with discoveries above threshold (from exploration intelligence), operators with good assets but financial stress (from /investors page analysis), and companies where leadership departures suggest strategic uncertainty. Three potential targets are currently flagged for strategy team evaluation.
How frequently is competitive intelligence updated?
The 102M domain database refreshes quarterly. Between refreshes, change detection monitors competitor domains for real-time updates. Leadership changes and press releases are detected within hours. Production reports are captured quarterly. Career postings are monitored weekly. The CI Synthesizer generates weekly competitive briefings and monthly strategic reports for the strategy team.

Top 10 Ways AI Agents Transform Mining Competitive Intelligence

How domain intelligence powers strategic decision-making and competitive advantage in mining.

1

Early M&A Signal Detection

AI agents detect acquisition signals from leadership hires, strategic reviews, and career posting patterns weeks before deals become public, enabling proactive positioning.

2

Portfolio Strategy Tracking

Competitor portfolio shifts are monitored in real-time — when BHP pivots to copper or Rio enters lithium, the strategy team is immediately informed of changing competitive dynamics.

3

Supply Growth Modeling

Capacity additions and depletions across all major producers are tracked to model net supply growth by commodity, informing market outlook and investment timing decisions.

4

Leadership Move Intelligence

C-suite and board changes at competitors are detected from /leadership pages, with agents interpreting the strategic implications of specific executive backgrounds and experience.

5

Capital Allocation Benchmarking

Competitor capex budgets are compared to identify investment trends, growth priorities, and the balance between sustaining and growth capital across the industry.

6

Market Position Tracking

Market share by commodity is calculated from production data, with agents tracking position changes and quantifying the growth needed to reach target rankings.

7

Technology Gap Identification

Technology adoption is benchmarked across competitors in 5 categories, highlighting specific areas where accelerated investment is needed to maintain competitive parity.

8

Geographic Frontier Intelligence

Competitor geographic expansion signals from career postings and office openings reveal emerging frontier markets before they become widely recognized opportunities.

9

Strategic Partnership Mapping

Technology and JV partnerships across the industry are tracked to understand alliance strategies and identify potential collaboration opportunities or competitive threats.

10

Integrated CI Dashboard

All competitive intelligence is synthesized into executive dashboards with weekly briefings and monthly strategic reports enabling data-driven strategy formulation.

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