AAOI is a commercial intelligence layer that gives AI agents programmatic access to real-world climate, environmental, energy, and infrastructure intelligence through the Model Context Protocol (MCP). Instead of wrapping a model, AOI routes agents to live satellite, geospatial, climate, and industrial data sources — with a quote-first commercial lifecycle so agents always know the price before they spend.
How agents interact with AOI
Discover → Authenticate → Select Capability → Request Quote → Authorize Spend → Execute → Receive Intelligence → Verify Provenance → Settle
Agents never touch underlying providers, internal infrastructure, cost models, or proprietary systems. They interact through controlled capabilities and receive only information authorized for external consumption — every result carries source provenance and execution metadata. Quotes are free; execution requires prepaid balance.
38 intelligence capabilities, in a nutshell
🌐 Climate Risk
Climate Risk Assessment — multi-hazard climate risk scoring for a region
Coastal Erosion Risk — satellite-based coastal vulnerability
Permafrost Thaw Risk — Arctic infrastructure thaw exposure
Seismic Risk Score — seismic activity risk for a location
🏭 Asset & Infrastructure
Asset Climate Risk Scoring — climate risk for a specific asset
Energy Infrastructure Climate Risk — climate exposure for energy assets
Infrastructure Resilience Score — resilience of critical infrastructure
Insurance Underwriting Climate Risk — climate scoring for underwriting
🌊 Flood · Heat · Wildfire · Drought
Flood Risk Score — precipitation/saturation-driven flood probability
Heat Risk Score — extreme-heat exposure and duration
Wildfire Exposure Assessment — vegetation-stress + ignition risk
Drought Assessment — precipitation deficit and soil-moisture drought
💧 Water & Soil
Water Scarcity Forecast — 12-month scarcity outlook
Water Stress Analysis — current water-stress baseline
Soil Moisture Risk Assessment — agricultural drought from soil moisture
🌱 Vegetation & Land
Crop Yield Forecast — satellite-derived yield projections
Vegetation Health Index — NDVI-based stress index
Land Cover Classification — land-use mapping
Land Change Detection — change detection between observations
Deforestation Risk Score — rapid deforestation risk for a region
Biodiversity Assessment — biodiversity and habitat integrity
🛰️ Satellite Monitoring
Methane Leak Detection — oil & gas methane plume detection
Industrial Emission Detection — unauthorized thermal/stack emissions
Glacier Retreat Monitoring — continuous glacier change detection
Satellite Change Detection — ongoing change detection for any area
🌫️ Environmental Monitoring
Air Quality Assessment — pollutant and AQI analysis for urban areas
Urban Heat Island Assessment — UHI intensity and exposure mapping
🧾 Carbon · ESG · Regulatory
Carbon Assessment — carbon footprint and emissions assessment
ESG Intelligence Report — environmental, social & governance scoring
Regulatory Compliance Risk — exposure to environmental regulations
Environmental Due Diligence — pre-transaction environmental review
Supply Chain Climate Risk — climate risk across a supply-chain network
🔮 Forecast & Scenario
Climate Forecast Interpretation — translate climate model outputs
Climate Scenario Simulation — multi-scenario simulation with cascading impacts
🔬 Evidence & Confidence
Confidence Assessment Report — confidence levels for scientific conclusions
Scientific Evidence Package — complete, explainable evidence bundle
Custom Scientific Report — bespoke research for specific requirements
🧠 Digital Twin
Digital Twin Evaluation — evaluate a digital-twin model of an asset/region
Designed for: autonomous agents, research agents, financial & investment agents, energy & commodity agents, climate-risk systems, procurement agents, and compliance workflows that need reliable real-world intelligence rather than purely model-generated information.
AOI is not an MCP wrapper. It is a commercial intelligence layer — agents discover, purchase, and consume specialized real-world intelligence programmatically, with every capability validated for authentication, authorization, pricing, execution, provenance, payment, settlement, and security.
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