Orbyfy Earthflow

Introducing Earthflow

Every solar site. A living digital twin.

LLMs guess. Physics solves. Equations · not autocomplete

DATA · SOURCES · ONLINE

70+

SAT · WX · DEM · NDVI · SCADA · CLAIMS

DATA · FIELDS · / · LAT-LONG

1,000+

PER · SITE · 30M · GRID

KPIS · COMPUTED

1,000+

PHYSICS · AI · IN · < · 3 · MIN

SYS · STATUS

PHYSICS · AI · NOMINAL

CIRRA · AGENT · STDBY

UPLINK · 4.2 GB/s

UTC

17:42:09

CAMERA · LAT

35.47° N

CAMERA · LON

-118.66° W

TARGETS · IN · VIEW

KERN COUNTY · CA

LLANO ESTACADO · TX

KERN · CA 35.47°N · 118.66°W

LLANO · TX 33.66°N · 102.04°W

Continent. Field. Cell. Panel. Drill into any site · on Earth

SITE · FOOTPRINT · ACQUIRED

35.0000° N · 118.0000° W

ALTITUDE

04,820 m

VELOCITY

283 m/s

HEADING

240.4°

SITE · INTAKE · INBOUND

SOLAR STAR · KERN · CA

35.4730° N · 118.6601° W

NAMEPLATE · DC579 MW_DC

ACREAGE3,230 ac

COD · ONLINEJUN · 2015

OWNER · OPERBERKSHIRE · HE

OFFTAKER · PPASCE · 20YR

ISO · QUEUECAISO · Q-2841

NERC · REGIONWECC

WILDFIRE · RISK0.82

YIELD · 12-MO487 GWh

CELL · ID#4731

DATA · LAYERS · INDEXING

SENTINEL-210 m IMAGERY

DEM · 30MUSGS

NDVIVEGETATION

SSURGO · SOILUSDA

RUSLEEROSION

KBDIDROUGHT

ROTHERMELFIRE SPREAD

REINSMOLDER

ERA5 · WXREANALYSIS

SCADAINVERTERS

PVLIBDC YIELD

+ 14 MOREPHYSICS · AI

WILDFIREP=0.82

EROSION2.4 t/ha

VEGETATIONNDVI 0.42

FLOOD100-YR

HAILP=0.34

SOILING1.8 %/wk

DROUGHTKBDI 623

WIND38 m/s

CELL · GENESIS

Every solar site. A living digital twin.

Sentinel-2 · 10 m · 47,318 cells · Kern County · CA

CELLS · INDEXED

0/ 47,318

30 M · × · 30 M · GRID

AREA · SCANNED

0km²

KERN · COUNTY · CA

DATA · INGESTED

0.00TB

SAT · WX · DEM · NDVI · SCADA

VISUALIZATION · LAYERS

ALL · LAYERS · MULTI-ZONE●

IMAGERY · S2●

NDVI · VEGETATION●

WILDFIRE · RISK●

PERFORMANCE · HM●

EROSION · RUSLE●

PHYSICS · AI · CASCADE

15 Physics AI modules. One site.

15 Physics-Informed Pipelines · Stress-testing every cell · in parallel

01RUSLE

02KBDI

03ROTHERMEL

04REIN

05PENMAN

06PVLIB

07DUFFIE

08ALBEDO

09SOIL·VWC

10NDVI

11HAIL

12WIND

13SOILING

14DCR

15FUSION

RUSLEEROSION · t/ha·yr

2.4t/ha·yr

KBDIDROUGHT INDEX

623/ 800

ROTHERMELFIRE SPREAD · m/min

14.2m/min

REINSMOLDERING · VWC

0.31VWC

PENMAN-MEVAPOTRANS · mm/d

5.8mm/d

PVLIBDC YIELD · GWh

487GWh

DUFFIE-BIRRADIANCE · kWh/m²

2,184kWh/m²

ALBEDO·FREFLECTANCE · ρ

0.18

SOIL·VWCMOISTURE · θ%

12.4%

NDVI·DYNVEGETATION · index

0.42

HAIL·WRFCONVECTION · P(hail)

P=0.04

WIND·LOADASCE-7 · m/s

38.2m/s

SOILINGPM10·DEP · %/wk

1.8%/wk

DCR·DEGDEGRADATION · %/yr

0.62%/yr

FUSIONP · A I · STACK

1,047KPIs/cell

CIRRA · ORCHESTRATING · 15 / 15

T+ 0.0s SLA · < · 3 · MIN

CELL · DOSSIER

Every cell, a dossier.

      1,047 KPIs · per 30 m × 30 m cell
    

KERN · CACELL · 4731 · OF · 47,318

FOOTPRINT

42.59km²

CELLS · INDEX

47,318

KPIs · PER · CELL

1,047

ASSETS · TAGGED

1.7M

CELL · #4731 · INBOUND

KERN COUNTY · CA

35.4730° N · 118.6601° W · ELEV 826 M · NAIP 0.6 M

WILDFIRE · RISK

0.82 / 1.0

SOIL · VWC

12.4 %

YIELD · 12-MO

487 GWh

DCR · DEGRADATION

0.62 %/yr

SOILING · RATE

1.8 %/wk

EROSION · RUSLE

2.4 t/ha·yr

CELL · 60-MONTH · HISTORY

20212022202320242025NOW

NEIGHBOR · CELLS · 8-CONN

#4708

0.31

#4709

0.58

#4710

0.79

#4730

0.42

#4732

0.84

#4754

0.61

#4755

0.39

#4756

0.28

ACTIVE · ALERTS · 3

14:22Wildfire risk crossed 0.80 — Rothermel projects ember reach < 4 hr

12:08Soiling rate ↑ 0.4% — clean cycle recommended within 6 days

09:41Tracker offset +2.3° — within tolerance, no action

CELL · #5208 · HOT

TEMPORAL · TWIN

A living digital twin. See tomorrow.

LLANO ESTACADO · TX · #5208 · HAIL · EVENT · FORECAST

SITE · RISK · GRID

33.66° N · 102.04° W

RISK · EVOLUTION

COMPOSITE · HAIL · RISK

0.34

STABLE

RISK · OVER · TIME

EVENT · LOG

T-22DMinor hail · 12 mm

T-7DPre-cell · convective signal

NOWStable · within bounds

T+12DForecast · severe hail · P=0.67

T+22DForecast · 38 mm · damage est. $1.2M

T-30D

T-7D

NOW

T+7D

T+30D

CIRRA · AGENTIC · CO-PILOT

25 agents. Every persona.

Cirra orchestrates 25+ tool-calling agents · tailored recommendations for developers, operators, reinsurers, and EPCs

CIRRA · AGENT · TOOLS

25+ AGENTIC · CAPABILITIES

INVOKED

0 / 25

CYCLE · TIME

0.0 s

CONFIDENCE

0.00

ASSESS · SITE

FIRE · RISK

EVAL · EPC · BID

GEN · REPORT

GEN · PDF

SEARCH · PORTFOLIO

COMPARE · SITES

DATA · COMPLETE

WEATHER · 3-SRC

FORECAST · CONSTR

PREDICT · INSIGHT

RUN · ANALYSIS

DETECT · SOLAR

VEG · RUSLE

VEG · CLASSIFY

VEG · COMPLY

DEV · COST

GRID · ANALYSIS

CONSTR · MONITOR

SITE · DATA

RESOLVE · SITE

GEOCODE

ROTHERMEL · SIM

REIN · SMOLDER

INVERTER · OPT

CITE · SOURCES

EXECUTION · STREAM

14:22:01assess_site→ 47 KPIs

14:22:01fire_risk→ 0.82

14:22:02weather_3src→ 3/3 ✓

14:22:02rothermel_sim→ 14.2 m/min

14:22:02rein_smolder→ VWC 0.31

14:22:03veg_rusle→ 2.4 t/ha

14:22:03grid_analysis→ 38 strings

14:22:03predict_insights→ P=0.67

14:22:04inverter_opt→ 14 reroutes

14:22:04dev_cost→ $1.2M saved

14:22:04cite_sources→ 14 refs

14:22:04gen_report→ RECOMMENDATION READY

DEVELOPER

OPERATOR

REINSURER

EPC

RECOMMENDATION · GENERATED CIRRA · v3.2 · CONFIDENCE 0.94

Reroute 14 inverter strings · Cell #4731 corridor

LOSS · AVOIDED

2.4 MW

DOWNTIME · SAVED

38 hr

RISK · DELTA

−0.61

EXECUTION · TIME

2.7 s

REASONING · Wildfire risk crossed 0.80 threshold at 14:22 UTC.
Rothermel + Rein fusion projects ember reach in < 4 hr.
Rerouting preserves yield while operators harden the corridor.

APPROVE

OVERRIDE

EXPLAIN

PERSONA · MAP

Same data. Different decisions.

Pain → Promise → Proof · for the role you play

01 · DEVELOPER

For Developers

"Will this site clear P50?"

Stress-test before COD.

PROOF

+1.4pp

IRR · DELTA

…before the queue gets the last word.

02 · OPERATOR

For Operators

"Where is the next failure?"

Act before the sky decides.

PROOF

2.4MW

LOSS · AVOIDED

…before the sky gets the last word.

03 · REINSURER

For Reinsurers

"Is this treaty mispriced?"

Re-price the convective signal.

PROOF

+18bps

MARGIN · RECOVERED

…before the underwriter gets the last word.

04 · EPC

For EPCs

"Can we hit the build window?"

Sequence before the soil shifts.

PROOF

−3days

SCHEDULE · SLIP

…before the soil gets the last word.

ORBYFY EARTHFLOW 🌍

The First Physics-Informed Agentic AI
for Solar Energy.

25+

AI Agent Tools

1,000+

Data Fields

200+

KPIs Calculated

70+

Data Sources

< 3min

Per Site Analysis

1,247,892 acres modeled · and counting

◆ EDISON AWARDS · GOLD WINNER ◆ BLACK · & · VEATCH · IGNITEX ◆ SIEMENS · STARTUP · SCHOOL

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