Orbyfy Ignite™️

Making wildfire climate risk impact data accessible and as easy as searching for an address. Period.

🔥 City-scale climate digital twins powered by Physics-AI.
🔥 Translating wildfire climate risks into climate forces and impacts and damages for buildings, infrastructures and homes.

The Wildfire Crisis: Rising Stakes

Globally, wildfires have surged in both frequency and intensity. Over the past decade, wildfire-affected areas have increased by up to 50% in some regions, resulting in billions of dollars in property losses, displacement of tens of thousands of people, and thousands of premature deaths each year . Moreover, wildfires contribute roughly 8–10% of annual global CO₂ emissions—about 2–3 gigatons—exacerbating climate change and straining emergency-response systems, which have seen call volumes rise by 15–20%.

Why Power Utilities, Banks & Insurers, and Real-Estate Portfolios Must Act Now
Organizations across the energy, finance and property sectors are under intensifying pressure—regulatory, financial and reputational—to measure, report on and mitigate wildfire risk before the next catastrophe strikes:

  • Power Utilities

    • Face stringent compliance mandates (e.g. NERC, CPUC, FERC) to demonstrate proactive wildfire‐ignition prevention and operational resilience

    • Are liable for multi-million-dollar damages when aging infrastructure or vegetation impingement sparks major blazes

    • Must continuously monitor real-time and forecast conditions to avert outages, protect communities and minimize liability

  • Banks & Insurers

    • Require hyper-local, dynamic risk scores and damage forecasts to underwrite loans, policies and reinsurance accurately

    • Need to satisfy evolving climate-related disclosure standards (SEC, OCC, ECB, NGFS) and stress-testing frameworks

    • Depend on real-time scenario analyses to safeguard balance sheets, calibrate reserves and price risk appropriately

  • Real-Estate Portfolios

    • Must integrate spatial wildfire risk into asset-management strategies to preserve property value and tenant safety

    • Can optimize capital allocation for mitigation and hardening investments, unlocking up to 6× return on hazard-reduction spending

    • Benefit from predictive insights that reduce potential property damage by 30–50% and save lives through targeted resilience planning

Orbyfy Ignite™️

Ignite insight. Extinguish risk.

Introducing Orbyfy Ignite™️
Wildfire Risk Modeling

City-Scale Wildfire Digital Twin 🔥
Orbyfy Ignite™️ harnesses Physics-Informed Neural Networks (PINNs) to create an interactive, browser-based digital twin of any urban domain—up to 40,000 km² (15,500 mi²)—for real-time wildfire simulation and forecasting.

Key Differentiators

  • Physics-Based Explainability

    • Governing advection–diffusion–reaction PDE incorporates wind advection, thermal diffusion, and heat sources from fuel.

    • Auto-differentiation ensures the neural network strictly obeys physical laws, yielding accurate, interpretable outputs.

  • Modular “What-If” Scenarios

    • Simulate impacts of vegetation impingement sparks on distribution conductors or accidental ignitions under customizable conditions.

  • Real-Time, Low-Cost API

    • Data-as-a-Service model delivers instant risk layers for buildings, homes, infrastructures, substations, transmission lines, power grid, and more—no heavy data-center compute required.

Orbyfy Ignite™️

Geolocate wildfire risks. As easy as searching for an address on Google Maps.

🟣 Core Physics-AI Engine

  • Advection–diffusion–reaction PDE formulation embedded in the neural network

  • Modeling wildfire spread, intensity, wind advection, fuel source, diffusion, spreading & high-intensity spark

🟣 High-Performance Compute

  • NVIDIA GPU & CUDA-X optimized architecture

🟣 Multi-Modal Data Integration

  • Real-time weather & satellite datasets (multi-modal inputs)

🟣 Rich, Geolocated Outputs

  • Granular geo-located outputs & risk scores tied to individual addresses

🟣 Flexible Data Consumption

  • Data-as-a-Service APIs

  • CSV & GeoJSON export formats

🟣 Interactive Visualization

  • Map-based visualization layer for easy interrogation of data and portfolio risk

  • Accessible, real-time simulation interaction directly in your browser

🟣 Currently Integrated Data Sources

  • Ambient Conditions: Real-time temperature (weather stations), u- and v-component windspeed at 10 m (weather stations)

  • Augmented Forecasts: 2 m temperature forecasts (6 hr), surface windspeed forecasts (6 hr)

  • Fuel & Terrain: Vegetation coverage & height (fuel type tunable), elevation & slope

  • Asset Layers: Building, structure & home geolocations; critical infrastructure (transmission, distribution, substations)

🟣 Tunable Physics Coefficients

  • α (alpha): Base diffusion coefficient

  • β (beta): Wind-effect amplification

  • θ (theta): Vegetation influence on diffusion

  • S₀: Base source-term magnitude

  • Tₙ (T_ref): Reference temperature (°C)

  • γ (gamma): Vegetation influence on heat source

Orbyfy’s Carbon Commitment
By 2030, Orbyfy commits to achieving a Total Addressable Carbon (TAC) of 25 million metric tons through our Ignite™️ Wildfire Risk Modeling solution, the equivalent of taking 5.4 million cars off the road, or powering 3 million homes annually. This target is grounded in:

  • Proactive ignition prevention across high-risk utility grids, sparing millions of acres of vegetation from combustion.

  • Data-driven resilience planning that reduces the frequency and scale of destructive fires.

  • Collaborative impact with power utilities, insurers, banks and municipalities to translate our wildfire digital twin outputs into on-the-ground mitigation investments.

Together, we will turn wildfire intelligence into real climate benefit—protecting communities, critical infrastructure and carbon stocks for decades to come.

Start now. Begin a pilot today with Orbyfy Ignite™️. Start with a target list of addresses, buildings, infrastructures or homes under evaluation.

  • Request a Demo → Experience real‐time wildfire forecasts and risk maps with Orbyfy Ignite™️.

  • Integrate via API & Outputs → Seamlessly ingest Ignite’s fire-intensity fields and risk scores into your GIS, underwriting, or asset-management systems.

  • Partner with Orbyfy → Co-develop tailored wildfire mitigation pilots and resilience programs.

Quantify acute physical climate risk impacts.
Buildings, infrastructures and homes.