Overview
The Quantum Climate Risk Intelligence Platform (QCRIP) leverages 28-qubit quantum computing to deliver enterprise-grade climate risk assessment, ESG compliance automation, and net-zero transition planning. The platform integrates real-time carbon tracking across supply chains, climate disaster prediction, renewable energy optimization, and regulatory disclosure automation for TCFD, CSRD, GRI, SASB, CDP, and SBTi frameworks.
Quantum Circuit Architecture
The 28-qubit quantum circuit encodes climate risk domains using advanced quantum gates for risk correlation analysis and mitigation pathway optimization.
28-Qubit Climate Risk Logic Circuit
┌─────────────────────────────────────────────────────────────────────────────────┐
│ QCRIP 28-QUBIT QUANTUM LOGIC CIRCUIT │
│ Climate Risk & ESG Assessment │
└─────────────────────────────────────────────────────────────────────────────────┘
QUBIT ALLOCATION:
════════════════════════════════════════════════════════════════════════════════
Q0-Q4 : Carbon Emission Sources (5 qubits)
[Scope 1, Scope 2, Scope 3, Transportation, Energy]
Q5-Q8 : Climate Hazard States (4 qubits)
[Temperature, Sea Level, Precipitation, Disasters]
Q9-Q12 : Physical Asset Exposure (4 qubits)
[Coastal, Wildfire, Water Stress, Infrastructure]
Q13-Q16 : Transition Risk Factors (4 qubits)
[Policy, Technology, Market, Reputation]
Q17-Q20 : Renewable Energy Mix (4 qubits)
[Solar, Wind, Hydro, Geothermal]
Q21-Q24 : ESG Metrics (4 qubits)
[Environmental, Social, Governance, Overall]
Q25-Q27 : Mitigation Strategies (3 qubits)
[Reduction, Offset, Adaptation]
════════════════════════════════════════════════════════════════════════════════
QUANTUM CIRCUIT DIAGRAM:
════════════════════════════════════════════════════════════════════════════════
CARBON SOURCES (Q0-Q4):
Q0: ──RY(θ₁)───────────■───────────────RXX────────────────────────────M
Q1: ──RY(θ₂)───────────┼───────■───────│──RYY──────────────────────M
Q2: ──RY(θ₃)───────────┼───────┼───■───┼───│────────────────────M
Q3: ──RY(θ₄)───────────┼───────┼───┼───┼───┼────────────────M
Q4: ──RY(θ₅)───────────┼───────┼───┼───┼───┼────────────M
│ │ │ │ │
CLIMATE HAZARDS (Q5-Q8): │ │ │ │ │
Q5: ──RY(φ₁)───────────X───────┼───┼───┼───┼────RXX────────M
Q6: ──RY(φ₂)───────────────────X───┼───┼───┼─────│─────M
Q7: ──RY(φ₃)───────────────────────X───┼───┼─────│──M
Q8: ──RY(φ₄)───────────────────────────┼───┼─────┼─M
│ │ │
ASSET EXPOSURE (Q9-Q12): │ │ │
Q9: ──RY(α₁)──RZ(γ₁)───────────────────■───┼─────┼────────M
Q10: ──RY(α₂)──RZ(γ₂)───────────────────┼───■─────┼──────M
Q11: ──RY(α₃)──RZ(γ₃)───────────────────┼───┼─────┼────M
Q12: ──RY(α₄)──RZ(γ₄)───────────────────┼───┼─────┼──M
│ │ │
TRANSITION RISKS (Q13-Q16): │ │ │
Q13: ──RY(β₁)───────────────────────────X───┼─────┼──────M
Q14: ──RY(β₂)───────────────────────────────X─────┼────M
Q15: ──RY(β₃)─────────────────────────────────────┼──M
Q16: ──RY(β₄)─────────────────────────────────────┼─M
│
RENEWABLE MIX (Q17-Q20): │
Q17: ──RY(ρ₁)──────────────────────────────────■───┼──────M
Q18: ──RY(ρ₂)──────────────────────────────────┼───■────M
Q19: ──RY(ρ₃)──────────────────────────────────┼───┼──M
Q20: ──RY(ρ₄)──────────────────────────────────┼───┼─M
│ │
ESG METRICS (Q21-Q24): │ │
Q21: ──RY(ε₁)──────────────────────────────────X───┼──────M
Q22: ──RY(ε₂)──────────────────────────────────────X────M
Q23: ──RY(ε₃)──────────────────────────────────────────M
Q24: ──RY(ε₄)──────────────────────────────────────────M
MITIGATION (Q25-Q27):
Q25: ──RY(μ₁)──────────────────────────────────────────────M
Q26: ──RY(μ₂)──────────────────────────────────────────────M
Q27: ──RY(μ₃)──────────────────────────────────────────────M
════════════════════════════════════════════════════════════════════════════════
GATE OPERATIONS:
RY(θ) : Rotation-Y gates encode emission intensity and risk levels
RZ(γ) : Rotation-Z gates add phase information for asset exposure
CX (■X): CNOT gates create entanglement between climate domains
RXX : Two-qubit XX rotation for carbon-hazard coupling
RYY : Two-qubit YY rotation for temporal climate dynamics
QUANTUM ALGORITHMS:
• Grover's Algorithm : Climate scenario database search
• Quantum Annealing : Renewable energy portfolio optimization
• QAOA : Supply chain decarbonization routing
• Amplitude Estimation : Disaster probability quantification
• Quantum Walks : Climate tipping point detection
• VQE : Carbon pricing optimization
MEASUREMENT:
Classical bits C[0-27] capture 28-qubit quantum state for risk analysis
════════════════════════════════════════════════════════════════════════════════Climate Risk Domains
Qubit Allocation & Risk Encoding
| Qubits | Domain | Risk Factors | Encoding |
|---|---|---|---|
| Q0-Q4 | Carbon Sources | Scope 1/2/3, Transport, Energy | RY gates with emission intensity |
| Q5-Q8 | Climate Hazards | Temperature, Sea Level, Storms | RY gates with hazard probability |
| Q9-Q12 | Asset Exposure | Coastal, Wildfire, Water, Infrastructure | RY+RZ gates for spatial distribution |
| Q13-Q16 | Transition Risks | Policy, Technology, Market | RY gates with regulatory impact |
| Q17-Q20 | Renewable Mix | Solar, Wind, Hydro, Geothermal | RY gates with capacity allocation |
| Q21-Q24 | ESG Metrics | Environmental, Social, Governance | RY gates with compliance scores |
| Q25-Q27 | Mitigation | Reduction, Offset, Adaptation | RY gates with strategy effectiveness |
Physical & Transition Risk Categories
| Category | Risk Type | Impact |
|---|---|---|
| Acute Physical | Hurricanes, Floods, Wildfires | Asset damage, business interruption |
| Chronic Physical | Sea level rise, temperature shifts | Long-term asset devaluation |
| Transition Policy | Carbon pricing, emissions regulations | Operating cost increase |
| Transition Technology | Renewable energy, green tech disruption | Stranded assets, capex requirements |
| Transition Market | Commodity price shifts, consumer preferences | Revenue decline, market share loss |
| Transition Reputation | Brand damage, stakeholder pressure | Customer attrition, investor flight |
Core Capabilities
Real-Time Carbon Accounting
Track Scope 1, 2, and 3 emissions across enterprise supply chains with sub-ton precision. Automated carbon footprint calculation with supplier integration and emissions factor databases.
Climate Risk Modeling
Physical and transition risk assessment using IPCC scenarios. Hurricane, wildfire, drought forecasting with 92% accuracy. Sea level rise and temperature change impact analysis.
ESG Compliance Automation
Automated regulatory disclosure for TCFD, CSRD, GRI, SASB, CDP, and SBTi frameworks. Real-time ESG score calculation and materiality assessment with stakeholder reporting.
Disaster Prediction
Advanced warning systems for climate events with 14-day advance hurricane tracking. Asset exposure mapping and emergency response optimization using quantum algorithms.
Renewable Energy Optimization
Solar, wind, hydro portfolio optimization using QAOA. Cost-benefit analysis for renewable investments. Grid integration and energy storage planning with 340% 10-year ROI.
Supply Chain Decarbonization
Supplier carbon scoring and alternative routing. Logistics optimization for emission reduction. Scope 3 tracking across multi-tier supply networks with real-time analytics.
Dynamic Simulations
12 high-resolution quantum climate risk simulations (6 × 3D, 6 × 2D) demonstrating carbon flow, climate hazards, renewable optimization, disaster propagation, and net-zero transition pathways.
3D Quantum Climate Models
2D Climate Analytics
Climate Risk Dashboard
Comprehensive visualization of carbon footprint breakdown, climate hazard distribution, ESG scores, renewable progress, quantum risk states, and net-zero target status.
