MCP Server

AOI — Environmental Intelligence for AI Agents

io.github.aminshojaeee1986-ui/aoi
Data & Analytics Science & Engineering Public & reachable MCP 2026-07-28

What this MCP does

Provides paid, quote-based environmental intelligence assessments covering climate risk, emissions, biodiversity, air quality, hazards, infrastructure, agriculture, and ESG.

discover_capabilities
List all available environmental intelligence capabilities. Returns capability IDs, names, descriptions, and domains. Use this first to see what AOI can do. Each capability requires a quote before execution. No API key required.
Input schema
{'type': 'object', 'properties': {'domain': {'type': 'string', 'description': 'Optional filter by scientific domain (climate_risk, carbon_assessment, water_stress, heat_risk, land_change, asset_climate_risk, etc.)'}}}
execute_quote
Execute a capability using an accepted quote. The quote must belong to the agent, be unexpired, and the input_data must match the quoted request. The quoted USD price is deducted from your prepaid balance on success and released on failure. Returns structured intelligence with provenance. If balance is insufficient, returns INSUFFICIENT_CREDIT (top up at https://carbonaa.org/aoi/console). Requires an API key. THIS IS THE ONLY OPERATION THAT CONSUMES PREPAID CREDITS.
Input schema
{'type': 'object', 'required': ['quote_id', 'input_data'], 'properties': {'quote_id': {'type': 'string', 'description': 'The quote_id returned by request_quote'}, 'input_data': {'type': 'object', 'description': 'The same input_data that was quoted', 'additionalProperties': True}, 'execution_idempotency_key': {'type': 'string', 'description': 'Optional idempotency key for execution. Same key returns the same result without duplicate execution.'}}}
get_capability_details
Get full details for a specific capability including required inputs, expected outputs, confidence level, and domain. No API key required. Returns CAPABILITY_NOT_FOUND if the id does not exist.
Input schema
{'type': 'object', 'required': ['capability_id'], 'properties': {'capability_id': {'type': 'string', 'description': 'The capability ID (e.g. climate_risk_assessment, carbon_assessment)'}}}
get_pricing_model
Get the AOI commercial model description. AOI uses a quote-first dynamic pricing model — agents request quotes and receive a final commercial price before execution. Quotes are free; execution requires prepaid balance. No API key required.
Input schema
{'type': 'object', 'properties': {}}
get_runtime_status
Get current platform runtime status including active capabilities count and service health. No API key required.
Input schema
{'type': 'object', 'properties': {}}
get_settlement
Get settlement details for a transaction, including captured amount, settled amount, refunded amount, and settlement status. Requires an API key.
Input schema
{'type': 'object', 'required': ['transaction_id'], 'properties': {'transaction_id': {'type': 'string', 'description': 'The transaction to look up settlement for'}}}
get_trust_governance
Get AOI trust and governance framework including security model, data classification, audit trail, and zero-trust policy. No API key required.
Input schema
{'type': 'object', 'properties': {}}
quote_air_quality_assessment
Air Quality Assessment — Domain: environmental_monitoring. Air quality index and pollutant analysis for urban areas When to use: call this when an agent needs to assess environmental monitoring for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_asset_climate_risk
Asset Climate Risk Scoring — Domain: asset_climate_risk. Climate risk scoring for specific physical assets When to use: call this when an agent needs to assess asset climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_biodiversity_assessment
Biodiversity Assessment — Domain: biodiversity. Biodiversity evaluation using multi-source ecological data When to use: call this when an agent needs to assess biodiversity for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_carbon_assessment
Carbon Assessment — Domain: carbon_assessment. Carbon footprint and emissions assessment When to use: call this when an agent needs to assess carbon assessment for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_climate_forecast_interpretation
Climate Forecast Interpretation — Domain: climate_forecast. Interpret climate model forecasts into actionable intelligence When to use: call this when an agent needs to assess climate forecast for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_climate_risk_assessment
Climate Risk Assessment — Domain: climate_risk. Comprehensive climate risk evaluation for a geographic area or asset When to use: call this when an agent needs to assess climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_climate_scenario_simulation
Climate Scenario Simulation — Domain: climate_forecast. Multi-scenario climate simulation with cascading impact analysis When to use: call this when an agent needs to assess climate forecast for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_coastal_erosion_risk
Coastal Erosion Risk Assessment — Domain: climate_risk. Coastal erosion vulnerability using satellite imagery When to use: call this when an agent needs to assess climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_confidence_assessment
Confidence Assessment Report — Domain: confidence_assessment. Assess and report confidence levels for scientific conclusions When to use: call this when an agent needs to assess confidence assessment for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_crop_yield_forecast
Crop Yield Forecast — Domain: vegetation_analysis. Satellite-derived crop yield forecast for agricultural regions When to use: call this when an agent needs to assess vegetation analysis for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_custom_scientific_report
Custom Scientific Report — Domain: custom_research. Bespoke scientific research report for specific client requirements When to use: call this when an agent needs to assess custom research for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_deforestation_risk_score
Deforestation Risk Score — Domain: land_change. Rapid deforestation risk score for a region When to use: call this when an agent needs to assess land change for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_digital_twin_evaluation
Digital Twin Evaluation — Domain: digital_twin. Evaluate and score a digital twin model for accuracy and completeness When to use: call this when an agent needs to assess digital twin for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_drought_assessment
Drought Assessment — Domain: drought_assessment. Drought severity and duration assessment When to use: call this when an agent needs to assess drought assessment for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_energy_infrastructure_risk
Energy Infrastructure Climate Risk — Domain: asset_climate_risk. Climate risk assessment for energy infrastructure assets When to use: call this when an agent needs to assess asset climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_environmental_due_diligence
Environmental Due Diligence — Domain: environmental_due_diligence. Comprehensive environmental due diligence for mergers, acquisitions, and investments When to use: call this when an agent needs to assess environmental due diligence for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_esg_intelligence
ESG Intelligence Report — Domain: esg_intelligence. ESG intelligence synthesis for investment decisions When to use: call this when an agent needs to assess esg intelligence for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_flood_risk_score
Flood Risk Score — Domain: flood_risk. Rapid flood risk score for a specific location When to use: call this when an agent needs to assess flood risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_glacier_retreat_monitoring
Glacier Retreat Monitoring — Domain: satellite_monitoring. Continuous glacier retreat monitoring using satellite change detection When to use: call this when an agent needs to assess satellite monitoring for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_heat_risk_score
Heat Risk Score — Domain: heat_risk. Heat vulnerability analysis for urban areas When to use: call this when an agent needs to assess heat risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_industrial_emission_detection
Industrial Emission Detection — Domain: satellite_monitoring. Detect unauthorized industrial emissions using thermal satellite data When to use: call this when an agent needs to assess satellite monitoring for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_infrastructure_resilience_score
Infrastructure Resilience Score — Domain: asset_climate_risk. Infrastructure climate resilience scoring for critical assets When to use: call this when an agent needs to assess asset climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_insurance_underwriting_risk
Insurance Underwriting Climate Risk — Domain: asset_climate_risk. Climate risk scoring for insurance underwriting decisions When to use: call this when an agent needs to assess asset climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_land_change_detection
Land Change Detection — Domain: land_change. Detect changes in land use between time periods When to use: call this when an agent needs to assess land change for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_land_cover_classification
Land Cover Classification — Domain: land_cover. Satellite-based land cover classification When to use: call this when an agent needs to assess land cover for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_methane_leak_detection
Methane Leak Detection — Domain: satellite_monitoring. Satellite-based methane leak detection for oil & gas facilities When to use: call this when an agent needs to assess satellite monitoring for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_permafrost_thaw_risk
Permafrost Thaw Risk — Domain: climate_risk. Permafrost thaw risk evaluation for Arctic infrastructure When to use: call this when an agent needs to assess climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_regulatory_compliance_risk
Regulatory Compliance Risk Assessment — Domain: environmental_due_diligence. Assess regulatory compliance risk for environmental regulations When to use: call this when an agent needs to assess environmental due diligence for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_satellite_change_detection
Satellite Change Detection — Domain: satellite_monitoring. Continuous satellite-based change detection for monitored areas When to use: call this when an agent needs to assess satellite monitoring for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_scientific_evidence_package
Scientific Evidence Package — Domain: evidence_generation. Generate a complete, explainable scientific evidence package When to use: call this when an agent needs to assess evidence generation for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_seismic_risk_score
Seismic Risk Score — Domain: climate_risk. Seismic activity risk score for a location When to use: call this when an agent needs to assess climate risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_soil_moisture_risk
Soil Moisture Risk Assessment — Domain: soil_moisture. Soil moisture drought and agricultural risk evaluation When to use: call this when an agent needs to assess soil moisture for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_supply_chain_climate_risk
Supply Chain Climate Risk — Domain: environmental_due_diligence. Climate risk assessment across a supply chain network When to use: call this when an agent needs to assess environmental due diligence for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_urban_heat_island
Urban Heat Island Assessment — Domain: heat_risk. Urban heat island effect intensity and exposure mapping When to use: call this when an agent needs to assess heat risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_vegetation_health_index
Vegetation Health Index — Domain: vegetation_analysis. NDVI-based vegetation health and stress index When to use: call this when an agent needs to assess vegetation analysis for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_water_scarcity_forecast
Water Scarcity Forecast — Domain: water_stress. 12-month water scarcity forecast using climate models When to use: call this when an agent needs to assess water stress for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_water_stress_analysis
Water Stress Analysis — Domain: water_stress. Water stress and scarcity analysis for regions When to use: call this when an agent needs to assess water stress for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
quote_wildfire_exposure
Wildfire Exposure Assessment — Domain: wildfire_exposure. Wildfire exposure evaluation using satellite thermal and vegetation data When to use: call this when an agent needs to assess wildfire exposure for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).
Input schema
{'type': 'object', 'properties': {}, 'additionalProperties': True}
request_quote
Request a FREE commercial quote for a capability execution. AOI dynamically evaluates the price based on the requested service. Returns quote_id, final USD price, currency, and validity (15 min). No execution happens and NO credits are consumed — review the price first, then call execute_quote. Requires an API key (X-API-Key header or Authorization: Bearer <key>).
Input schema
{'type': 'object', 'required': ['capability_id', 'input_data'], 'properties': {'input_data': {'type': 'object', 'description': 'Capability-specific input parameters (e.g. {lat, lon})', 'additionalProperties': True}, 'capability_id': {'type': 'string', 'description': 'The capability ID to quote'}, 'idempotency_key': {'type': 'string', 'description': 'Optional idempotency key. Same key + same request returns the same quote.'}}}
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quote_climate_risk_assessment
Sept. 27, 2026, 2:40 a.m.
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quote_flood_risk_score
Sept. 27, 2026, 2:40 a.m.
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quote_heat_risk_score
Sept. 27, 2026, 2:40 a.m.
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quote_wildfire_exposure
Sept. 27, 2026, 2:40 a.m.
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quote_drought_assessment
Sept. 27, 2026, 2:40 a.m.
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quote_land_cover_classification
Sept. 27, 2026, 2:40 a.m.
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quote_land_change_detection
Sept. 27, 2026, 2:40 a.m.
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quote_carbon_assessment
Sept. 27, 2026, 2:40 a.m.
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quote_biodiversity_assessment
Sept. 27, 2026, 2:40 a.m.
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quote_water_stress_analysis
Sept. 27, 2026, 2:40 a.m.
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quote_climate_forecast_interpretation
Sept. 27, 2026, 2:40 a.m.
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quote_environmental_due_diligence
Sept. 27, 2026, 2:40 a.m.
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quote_asset_climate_risk
Sept. 27, 2026, 2:40 a.m.
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quote_esg_intelligence
Sept. 27, 2026, 2:40 a.m.
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quote_digital_twin_evaluation
Sept. 27, 2026, 2:40 a.m.
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quote_satellite_change_detection
Sept. 27, 2026, 2:40 a.m.
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quote_scientific_evidence_package
Sept. 27, 2026, 2:40 a.m.
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quote_confidence_assessment
Sept. 27, 2026, 2:40 a.m.
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quote_climate_scenario_simulation
Sept. 27, 2026, 2:40 a.m.
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quote_custom_scientific_report
Sept. 27, 2026, 2:40 a.m.
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quote_soil_moisture_risk
Sept. 27, 2026, 2:40 a.m.
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quote_vegetation_health_index
Sept. 27, 2026, 2:40 a.m.
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quote_seismic_risk_score
Sept. 27, 2026, 2:40 a.m.
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quote_air_quality_assessment
Sept. 27, 2026, 2:40 a.m.
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quote_coastal_erosion_risk
Sept. 27, 2026, 2:40 a.m.
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quote_permafrost_thaw_risk
Sept. 27, 2026, 2:40 a.m.
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quote_glacier_retreat_monitoring
Sept. 27, 2026, 2:40 a.m.
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quote_industrial_emission_detection
Sept. 27, 2026, 2:40 a.m.
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quote_methane_leak_detection
Sept. 27, 2026, 2:40 a.m.
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quote_deforestation_risk_score
Sept. 27, 2026, 2:40 a.m.