Orbyfy Earthflow
Physics AI™ Powered Environmental Intelligence for Solar Energy
QUICK REFERENCE
25
Cirra AI Tools
19
Physics AI™ Modules
70+
External Data Sources
1000+
Fields Per Site
200+
Computed KPIs
<3m
Analysis Time
๐Ÿค– Cirra AI Agent (25 Tools)
    ๐Ÿ“ก Available Channels
  • Web · Slack · Teams · Email · Telegram · Signal · SMS · REST & Webhook APIs
  • ๐Ÿ” Assessment & Analysis
  • ๐Ÿ“ assess_site โ€” 6-domain evaluation: solar, terrain, soil, climate, risk, financial
  • โšก run_site_analysis โ€” full 14-module parallel pipeline, 1000+ fields in <3 min
  • ๐Ÿ”ฅ assess_fire_risk โ€” wildfire probability, peat fire risk, KBDI & ERC indices
  • ๐Ÿ“Š check_data_completeness โ€” audit all fields, flag missing data across modules
  • ๐Ÿ”Ž run_grid_analysis โ€” geographic grid scan with cell-by-cell comparison
  • ๐Ÿ“‹ Portfolio & Comparison
  • ๐Ÿข search_portfolio โ€” search 1,200+ sites by name, state, capacity, or KPI
  • โš–๏ธ compare_sites โ€” side-by-side comparison of 2-5 sites across all metrics
  • ๐Ÿ”— resolve_site โ€” fuzzy name matching with Levenshtein distance
  • ๐Ÿ“Œ geocode_location โ€” convert address or place name to coordinates
  • ๐ŸŒฆ๏ธ Weather & Construction
  • ๐ŸŒค๏ธ get_weather โ€” 3-source cross-referenced current conditions + 7-day forecast
  • ๐Ÿ—๏ธ get_construction_forecast โ€” go/no-go for 6 activities: grading, pile driving, trenching, electrical, concrete, panel install
  • ๐Ÿ’ฐ Financial & Insights
  • ๐Ÿ“ˆ get_predictive_insights โ€” NPV, IRR, LCOE, DSCR, cash flow projections
  • ๐Ÿงพ evaluate_epc_bid โ€” bid analysis, cost benchmarking & contingency recs
  • ๐Ÿ’ต calculate_development_cost โ€” $/W cost model with IRA tax credit scenarios
  • โ˜€๏ธ get_solar_resource โ€” GHI, DNI, DHI, PVWatts capacity factor & yield
  • ๐Ÿ”Œ get_interconnection_queue โ€” FERC queue status across 6 ISOs
  • ๐Ÿ›ฐ๏ธ Detection & Monitoring
  • ๐Ÿ” detect_solar_infrastructure โ€” multi-model AI detection of panels, substations, inverters
  • ๐Ÿ“ก monitor_construction_progress โ€” temporal satellite imagery change detection
  • ๐ŸŒฟ Vegetation & Compliance
  • ๐ŸŒฑ analyze_vegetation โ€” NDVI health analysis enriched with RUSLE erosion data
  • ๐ŸŒณ classify_vegetation_types โ€” 6 classes: forest, shrub, herb, cultivated, built-up, water
  • โœ… get_vegetation_compliance โ€” habitat overlap, endangered species, wetland check
  • ๐Ÿ“„ Reporting & Data
  • ๐Ÿ“ generate_report โ€” executive, geotechnical, risk, construction, environmental, full
  • ๐Ÿ“‘ generate_pdf_report โ€” branded PDF with satellite imagery, 7-day signed URL
  • ๐Ÿ“‚ export_site_data โ€” XLSX (1,180+ fields), CSV, GeoJSON polygon export
  • ๐Ÿ—„๏ธ get_site_data โ€” raw data retrieval from any module or subcollection
๐Ÿ”ฌ Physics AI™ & Analysis
    ๐ŸŒ 19 Physics AI™ Modules
  • ๐Ÿ”๏ธ RUSLE Erosion โ€” R/K/LS/C/P factors, construction & operational soil loss, BMP recommendations
  • ๐ŸŒŠ Flood Risk โ€” FEMA zones, TWI, MERIT hydrology, JRC models, flood probability
  • ๐ŸŒง๏ธ Precipitation โ€” PRISM, GridMET, NARR, design storms, IDF curves
  • ๐Ÿ’ง SMAP Moisture โ€” surface & root zone soil moisture, seasonal trends
  • ๐Ÿ›ฐ๏ธ GEE Satellite โ€” NDVI, EVI, land cover, elevation, slope, aspect
  • โ˜€๏ธ NREL Solar โ€” GHI, DNI, DHI, PVWatts capacity factor, energy yield
  • ๐Ÿ“Š Atlas14 / NREL โ€” NSRDB TMY data, precipitation frequency
  • ๐Ÿ’จ Wind Analysis โ€” wind speed, Weibull distribution, wind erosion risk
  • ๐Ÿ”ฅ Peat & Fire Risk โ€” KBDI, ERC, LANDFIRE fuels, fire history
  • ๐ŸŒก๏ธ Hail Analysis โ€” hail days/yr, max size, panel damage risk
  • ๐Ÿ—๏ธ Seismic Hazard โ€” PGA, NEHRP class, ASCE 7 design
  • ๐Ÿงช SSURGO Soil โ€” clay%, K-factor, drainage, hydrologic group
  • ๐Ÿ“ KPI Synthesis โ€” 200+ KPIs across 8 categories
  • ๐Ÿ”„ Multi-Fallback โ€” auto-cascading data access
  • โš™๏ธ Physics Models
  • ๐Ÿ”๏ธ RUSLE โ€” soil erosion (R/K/LS/C/P factors)
  • ๐ŸŒŠ SCS Curve Number โ€” runoff & flood hydrology
  • ๐Ÿ”ฅ KBDI / ERC โ€” fire weather & drought severity
  • ๐Ÿ’จ Weibull โ€” wind resource distribution
  • ๐Ÿ—๏ธ ASCE 7 โ€” seismic site classification
  • ๐ŸŒง๏ธ IDF Curves โ€” design storm intensity
  • ๐ŸŒก๏ธ Hail Risk โ€” frequency, max size & panel damage
  • All results traceable to equations & source data โ€” fully auditable
  • ๐Ÿงฉ Four Modes of Equation-AI Fusion
  • โ‘  Equation-Orchestrated · โ‘ก AI-Recognized, Physics-Validated · โ‘ข Tool-Bounded Reasoning · โ‘ฃ Real-Data-First — full detail in Architecture Overview v2.1, ยง3.3
๐Ÿ” Earthflow Detect
    ๐Ÿ›ฐ๏ธ Infrastructure Detection Models
  • ๐ŸŸข Earthflow Detect Extents โ€” 4.7m resolution, pre-computed 86K solar farm database for broad-area nationwide coverage
  • ๐Ÿ”ต Earthflow Detect High-Res โ€” ~1m/px AI segmentation masks from high-resolution satellite imagery with polygon output
  • ๐ŸŸ  Earthflow Detect Low-Res โ€” 10m Sentinel-2 multi-spectral analysis for broad-area scanning and change detection
  • ๐ŸŽฏ Detection Capabilities
  • โ˜€๏ธ Solar panels & farms โ€” acreage, capacity density (acres/MW), boundary polygons
  • ๐Ÿญ Substations โ€” location identification from satellite imagery
  • โšก Inverters โ€” count & spatial distribution across site
  • ๐Ÿ”Œ Transmission infrastructure โ€” lines & interconnection points
  • ๐ŸŒฟ Vegetation Analysis
  • ๐ŸŒฑ Earthflow Vision AI โ€” AI vegetation classification from ~1m satellite imagery
  • ๐Ÿ“ก Sentinel-2 spectral analysis โ€” NDVI, EVI, red-edge band indices
  • ๐ŸŒณ 6 land cover classes: forest, shrub, herbaceous, cultivated, built-up, water
  • ๐Ÿ“ก Multi-Source Concurrent
  • ๐Ÿ”„ All detection sources run in parallel via Promise.allSettled
  • ๐ŸŽจ Per-source color coding, toggle visibility & opacity controls
  • ๐Ÿ“Š Spectral validation โ€” NDVI std filter to eliminate false positives
  • ๐Ÿ—บ๏ธ GeoJSON polygon output with confidence scores & area calculations
  • ๐Ÿ“ˆ Monitoring
  • โฑ๏ธ Temporal change detection ยท Construction phase tracking ยท Multi-temporal Sentinel-2 analysis
โš›๏ธ Orbyfy Physics AI™ Engine
  • ๐Ÿงฌ Digital Twin Technology โ€” physics-informed environmental models for every site, self-adapting to real conditions
  • ๐Ÿ“ Structured-Entropy Physics โ€” proprietary IP achieving 5-20ร— accuracy over classical Fourier-Navier-Stokes methods
  • ๐Ÿง  Physics-Informed Neural Networks โ€” AI constrained by real physics equations, not black-box ML
  • ๐Ÿ”„ Self-Calibrating โ€” D(S) adapts automatically as conditions evolve, no manual recalibration needed
  • ๐Ÿ“Š 75% fewer parameters ยท 80% less training data ยท 1 parameter (ฮฒ) replaces entire turbulence models
๐Ÿ“Š Analytics & Financial
    ๐Ÿ“ˆ 200+ KPIs Across 8 Categories
  • ๐Ÿ† Site Viability Score (0-100)
  • โš ๏ธ Development Risk Index
  • ๐Ÿ—๏ธ Construction Complexity (1-10)
  • ๐Ÿ’ฐ Construction Risk Cost (USD/MW)
  • ๐Ÿ›ก๏ธ Insurance Premium Multiplier
  • ๐Ÿฆ Bankability Score
  • ๐Ÿ’ต Total Cost of Risk (USD/MW)
  • ๐ŸŒก๏ธ Climate Resilience Score (0-100)
  • ๐Ÿ”ง Long-term Maintenance Index
  • ๐Ÿ“‰ Panel Degradation Risk
  • ๐Ÿ—๏ธ Foundation Recommendations
  • ๐Ÿ”Œ Transmission Distance (km)
  • ๐Ÿ’น Financial Modeling
  • ๐Ÿ“Š NPV, IRR, LCOE, DSCR analysis
  • ๐Ÿ’ฒ Cost per watt breakdown
  • ๐Ÿ“ˆ Cash flow projections (5-25 yr)
  • ๐Ÿ”„ Sensitivity analysis (price, discount, CF)
  • ๐Ÿ“‹ Investment scenarios (cons/balanced/aggr)
  • ๐Ÿ›๏ธ IRA 30% ITC tax credit modeling
  • ๐Ÿ—๏ธ EPC bid evaluation with contingency
  • ๐Ÿ“‰ Risk Breakdown
  • ๐Ÿ”ด Construction ยท ๐ŸŸ  Insurance ยท ๐ŸŸก Operations ยท ๐Ÿ”ต Financing ยท ๐ŸŸฃ Environmental
Orbyfy Earthflow
QUICK REFERENCE โ€” CONTINUED
๐Ÿ›ฐ๏ธ Data Sources (70+ APIs)
    ๐ŸŒ Satellite & Remote Sensing
  • ๐Ÿ›ฐ๏ธ Google Earth Engine (Sentinel-2, Landsat, SMAP, MODIS, DEM)
  • ๐Ÿ—บ๏ธ Mapbox Satellite (~0.5m high-res imagery)
  • ๐Ÿ“ก NAIP aerial imagery program
  • ๐ŸŒ DynamicWorld land cover (GEE)
  • ๐ŸŒณ Hansen Global Forest Change
  • โ˜€๏ธ Solar & Energy
  • โ˜€๏ธ NREL Solar Resource (GHI/DNI/DHI)
  • โšก NREL PVWatts v6 & v8 (capacity factor)
  • ๐Ÿ“Š NSRDB PSM3 & TMY (hourly profiles)
  • ๐Ÿ’จ NREL Wind Toolkit v2 (speed, direction)
  • ๐ŸŒง๏ธ Climate & Weather
  • ๐ŸŒค๏ธ Open-Meteo (historical + 7-day forecast)
  • ๐Ÿ”ฅ NOAA FIRMS (active fire detections)
  • ๐ŸŒ ERA5-Land reanalysis grids (via GEE)
  • ๐ŸŒง๏ธ NOAA Atlas 14 (precip frequency / IDF)
  • ๐Ÿ“Š PRISM (30-yr climate normals)
  • ๐Ÿ“Š GridMET (daily surface weather)
  • ๐Ÿ“Š Daymet (daily climatology)
  • ๐Ÿ“Š WorldClim (bioclimatic variables)
  • ๐Ÿ“Š TerraClimate (water balance)
  • ๐Ÿ“ก NEXRAD (weather radar)
  • ๐Ÿ”๏ธ Geospatial & Terrain
  • ๐Ÿ”๏ธ USGS 3DEP (lidar-derived surfaces)
  • ๐Ÿ”๏ธ SRTM DEM (30m elevation)
  • ๐Ÿ”๏ธ ALOS DEM (30m elevation)
  • ๐Ÿ—บ๏ธ OpenStreetMap (infrastructure, roads)
  • ๐Ÿงช USDA SSURGO / gSSURGO (soils)
  • ๐ŸŒณ USGS NLCD (land cover classification)
  • ๐Ÿ”ฅ LANDFIRE (fuel models, vegetation)
  • ๐ŸŒŠ FEMA flood maps
  • ๐ŸŒŠ MERIT Hydrology / JRC flood models
  • ๐Ÿ—๏ธ USGS seismic hazard maps
  • โšก Regulatory & Grid
  • ๐Ÿ”Œ ISO Queues: CAISO, PJM, MISO, SPP, ERCOT, NYISO
  • ๐Ÿญ EIA energy infrastructure data
  • โ˜€๏ธ USPVDB solar facility verification
  • ๐Ÿ—บ๏ธ Mapbox Geocoding API
  • ๐Ÿ”„ Multi-Fallback Data Access
  • Every source has a fallback chain: Primary API โ†’ Secondary โ†’ Tertiary โ†’ Regional defaults. The pipeline never crashes โ€” it degrades gracefully with full data lineage tracking.
๐Ÿ“„ Reports & Exports
    ๐Ÿ“‘ Report Types
  • ๐Ÿ“‹ Executive Summary โ€” 1-page stakeholder overview
  • ๐Ÿ—๏ธ Geotechnical โ€” foundation & soil analysis
  • โš ๏ธ Risk Assessment โ€” consolidated hazard report
  • โœ… Construction Readiness โ€” go/no-go checklist
  • ๐Ÿ’ฐ Bid Support โ€” cost drivers & contingency
  • ๐ŸŒฟ Environmental โ€” vegetation & compliance
  • ๐Ÿ“Š Full Report โ€” all sections (20-30 pages)
  • ๐Ÿ“ค Export Formats
  • ๐Ÿ“‘ PDF โ€” branded with satellite imagery, 7-day signed URL
  • ๐Ÿ“Š XLSX โ€” 1,180+ fields across all data modules
  • ๐Ÿ—บ๏ธ GeoJSON โ€” detection polygons with properties
  • ๐Ÿ“‹ CSV โ€” comma-separated data export
  • ๐ŸŒ HTML โ€” interactive browser-viewable reports
  • ๐Ÿ–ผ๏ธ Annotated Images โ€” detection overlays on satellite
  • ๐Ÿ“š Methodology Reports
  • ๐Ÿ“ Erosion ยท ๐Ÿ”ฅ Fire risk ยท ๐Ÿ“‹ Platform capabilities ยท ๐Ÿ—๏ธ Architecture ยท ๐Ÿค– Cirra AI manual ยท ๐Ÿ’ก Prompt guide
๐Ÿ”’ Security & Compliance
    ๐Ÿ›๏ธ Google Cloud Certifications
  • โœ… SOC 1 / SOC 2 / SOC 3 โ€” audited controls
  • โœ… ISO 27001 โ€” information security management
  • โœ… ISO 27017 โ€” cloud security controls
  • โœ… ISO 27018 โ€” cloud privacy protection
  • โœ… FedRAMP โ€” US federal authorization
  • โœ… PCI DSS โ€” payment card data security
  • โœ… HIPAA โ€” health information compliance
  • โœ… CSA STAR โ€” cloud security alliance
  • ๐Ÿ” Platform Security
  • ๐Ÿ”‘ Firebase Authentication (email, Google SSO)
  • ๐Ÿ›ก๏ธ Cloud IAM โ€” least-privilege service roles
  • ๐Ÿ”’ Encryption at rest & in transit (TLS 1.3)
  • ๐Ÿ“‹ Firestore security rules โ€” document-level ACL
  • ๐Ÿ”‘ API key management & rotation
  • ๐ŸŒ Cloud Run IAM โ€” service-level authorization
  • ๐Ÿข Infrastructure
  • โ˜๏ธ Google Cloud Platform (us-central1) ยท Firebase Hosting (global CDN)
  • โšก Cloud Run (auto-scaling) ยท 60+ Cloud Functions ยท Firestore ยท Cloud Storage
๐ŸŒฟ Environmental & Vegetation
    ๐ŸŒฑ Vegetation Analysis
  • ๐Ÿ“Š NDVI, EVI vegetation health indices
  • ๐ŸŒณ Tree cover percentage (Hansen Global Forest)
  • ๐Ÿ—บ๏ธ DynamicWorld land cover classification
  • ๐Ÿ“ก Red-edge spectral band analysis (Sentinel-2)
  • โฑ๏ธ Temporal vegetation health trends
  • ๐ŸŒฟ Invasive species detection
  • ๐Ÿ›ก๏ธ Compliance & Habitat
  • ๐Ÿฆ… Critical habitat overlap detection
  • ๐ŸŒŠ Wetland identification & mapping
  • ๐Ÿพ Endangered species risk assessment
  • ๐ŸŒ Ecosystem impact scoring
  • ๐ŸŒฟ Biodiversity compatibility index
  • ๐Ÿ“‹ Environmental review timeline estimate
  • ๐ŸŒ Carbon & Climate
  • ๐ŸŒฑ Carbon offset potential (tons COโ‚‚/MW/yr)
  • ๐ŸŒก๏ธ Climate resilience scoring (0-100)
  • ๐Ÿ”ฅ Fire risk scoring (KBDI, ERC)
  • ๐Ÿ’ง Soil moisture seasonal patterns
  • ๐Ÿ—๏ธ Erosion & Soil
  • ๐Ÿ”๏ธ Construction & operational erosion (tons/acre/yr)
  • ๐Ÿ“ BMP recommendations & sizing
  • ๐Ÿงช Soil bearing capacity ยท Foundation recs ยท Excavation complexity
๐Ÿ–ฅ๏ธ Frontend & Features
    ๐Ÿ“ฑ Core Interfaces
  • ๐Ÿ—บ๏ธ Grid Dashboard โ€” interactive map, heatmaps, detection overlays, 3D terrain
  • ๐Ÿ“Š Portfolio Manager โ€” 1,200+ sites, batch analysis, rankings
  • ๐Ÿ”Ž Data Browser โ€” 1,180+ fields, 19 data modules, search/filter
  • ๐Ÿ“ก Site Monitor โ€” change detection, temporal imagery, construction tracking
  • ๐Ÿค– Cirra Agent โ€” conversational AI, 25 tools, PDF generation
  • ๐Ÿ“Š Results Viewer โ€” collector cards, scorecards, risk breakdown
  • ๐ŸŒฟ Vegetation Compliance โ€” NDVI, habitat, species analysis
  • ๐Ÿ“ˆ Analytics Dashboard โ€” system health, usage metrics
  • ๐Ÿ—๏ธ EPC Bid Evaluator โ€” cost analysis tool
  • โš™๏ธ Admin Dashboard โ€” system config, API health checks
  • ๐ŸŽจ Interactive Features
  • ๐Ÿ—บ๏ธ Multi-layer heatmaps ยท ๐Ÿ”๏ธ 3D terrain (WebGL) ยท ๐Ÿ›ฐ๏ธ Satellite overlays
  • ๐ŸŽฏ Detection polygons ยท ๐Ÿƒ Collector scorecards ยท ๐Ÿ“Š Professional exports
  • ๐Ÿ“ฑ Mobile-optimized ยท ๐Ÿ” Fuzzy search (Levenshtein) ยท ๐ŸŒ Global CDN
  • ๐Ÿค– 9 Agentic Workflow Chains
  • ๐Ÿ”„ New site eval ยท Environmental compliance ยท Species ID ยท Construction monitoring ยท Financial analysis ยท Portfolio comparison ยท Risk assessment ยท Bid evaluation ยท Data export