Massive data-driven energy intelligence covering the full energy stack from hydrocarbons to renewables to critical minerals. Powered by 21 authoritative data sources and 12 real-time commodity benchmarks.
| # | Capability | Data Scope | Output Mode |
|---|---|---|---|
| --- | ----------- | ----------- | ------------- |
| 1 | Oil & gas market intelligence | IEA, OPEC, EIA, JODI, BP, Platts, Rystad, Baker Hughes | Price (Brent/WTI/HH/TTF), supply-demand balance, inventories, rig counts, trade flows |
| 2 | Renewable energy deployment tracking | IRENA, IEA, BNEF, GWEC, SolarPower Europe, NREL | Capacity additions by tech/country, LCOE trends, investment flows, policy landscape |
| 3 | Critical minerals & supply chains | USGS, LME, SMM, Benchmark Minerals, Cochilco | 12 commodity prices, reserves-to-production ratios, processing bottleneck maps, country concentration risk |
| 4 | Nuclear power status & outlook | IAEA PRIS, WNA, WNN | 440+ reactor status, SMR pipeline, Gen IV R&D, regulatory timelines |
| 5 | Carbon markets & climate policy | EU ETS, World Bank Carbon Dashboard, Global Carbon Project | Carbon price trajectory, coverage expansion, CBAM impact, Article 6 mechanisms |
| 6 | Geopolitical chokepoint analysis | Multiple intelligence sources, AIS vessel tracking | 8 chokepoints: Hormuz, Malacca, Suez, Bab el-Mandeb, Panama, Turkish Straits, DRC-Cobalt, SCS-LNG |
| 7 | Grid & power system data | ENTSO-E, EIA Electricity, Ember Global Review | Generation mix, interconnection flows, price spreads, flexibility capacity |
| 8 | Energy transition technology deep-dive | 10 technologies: solar, wind, batteries, H₂, nuclear SMR, CCUS, grid, geothermal, marine, SAF | TRL assessment, cost curves, scaling bottlenecks, IP landscape |
| 9 | National energy strategy comparison | NDCs, IRA, RePowerEU, China 30-60, India MNRE | Policy instrument mix, subsidy levels, phase-out schedules, stranded asset risk |
| 10 | Investment thesis & risk assessment | Integrated cross-commodity | Bull/bear case, scenario analysis, sensitivity tables, key monitor indicators |
User Query
│
├─ Price/market query → Multi-source cross-reference (IEA+EIA+OPEC+Platts)
│ └─ Output: Current price + 3-6 month trend + drivers + forecast range
│
├─ Technology/transition query → Capability #8 deep-dive
│ └─ Output: Tech status + cost curve + deployment rate + critical minerals dependency
│
├─ Commodity-specific → Capability #3 supply chain map
│ └─ Output: Price + reserves + processing map + geopolitical risk score
│
├─ Geopolitical query → Capability #6 chokepoint + IEA emergency analysis
│ └─ Output: Flow volume + risk scenario + impact range + alternatives
│
└─ Investment query → Capability #10 scenario analysis
└─ Output: Bull/base/bear cases + catalyst timeline + risk dashboard
| Metric | Current | 3M Trend | 12M Forecast | Key Driver |
|--------|---------|----------|-------------|------------|
| Price | $XX | ↑/↓/→ | $XX-$XX | [source] |
| Supply | XX M bpd | ↑/↓ | XX M bpd | [country] |
| Demand | XX M bpd | ↑/↓ | XX M bpd | [region] |
| Stocks | XX days | ↑/↓ | XX days | [agency] |
| Technology | TRL | LCOE $/MWh | 2025-2030 CAGR | Bottleneck | Top 3 Players |
| Chokepoint | Flow (M bpd) | Risk Level | Scenario | Impact Range |
Q: What's the 2026 oil outlook?
→ Pull IEA OMR latest + OPEC MOMR + EIA STEO + Platts assessments → Price range: $XX-$XX driven by [demand growth/cuts/geopolitics]
Q: Is cobalt supply a bottleneck for EVs?
→ USGS production data + LME price + DRC risk assessment + LFP substitution trend → DRC 70% share with [risk level], LFP reducing cathode cobalt by [XX%]
Q: Compare EU vs. China carbon pricing
→ EU ETS €XX/t vs. China ETS ¥XX/t → EU 4x higher, CBAM impact on [sectors], China expanding to [industries]
Data Sources (21 total): See references/energy_sources.json for complete listing with URLs and update frequencies.
（内容由AI生成，仅供参考）
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