What Vibrant Planet does

Vibrant Planet, PBC is a Delaware-incorporated Public Benefit Corporation headquartered in Truckee, California that operates a cloud-based decision support platform for wildfire and landscape resilience planning. The company serves state fire agencies, federal land managers, counties, fire districts, investor-owned and public utilities, NGOs, and homeowner associations, with current deployment across roughly 84 million acres in 12 U.S. states and a stated 2 billion acres serviceable. Its core offering, the Vibrant Planet Platform (VPP), organizes work into an Evaluate–Design–Implement–Learn–Adapt lifecycle and combines Pyrologix-developed probabilistic fire simulation (WildEST, Pyrosity, FullSim) with proprietary AI canopy models (VibrantVS, VibrantSR), the externally integrated ForSys treatment-optimization engine, and a curated data layer built on Sentinel-2, NAIP, lidar, LANDFIRE, and CTrees carbon data.

Name

Vibrant Planet

Legal name

Vibrant Planet, PBC

Website

https://vibrantplanet.net

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

51–100 employees

Short description

Vibrant Planet is a cloud-based wildfire and landscape resilience planning platform that combines AI vegetation mapping, probabilistic fire simulation, and optimization to help government agencies, utilities, and communities prioritize and execute mitigation projects across 84M+ acres in 12 U.S. states.

Ownership category

akta.pro rank

Product category

Wildfire Risk Management Software

akta.pro primary industry

Downscaled Climate Projections & Scenario Analytics (CMIP, SSP/RCP, Regionalization) (EUABALAB)

akta.pro secondary industries

Adaptation & Resilience Planning Platforms (CAPEX Prioritization, Cost–Benefit, NBS) (EUABALAH), Remote Sensing & Geospatial MRV (Satellite, Aerial, LiDAR, SAR) (EUABACAF), Digital MRV & Traceability Platforms (dMRV, APIs, Data Pipelines, Tokenization Support) (EUABACAK), Climate Risk Reporting & Disclosure Analytics (TCFD/ISSB, EU Taxonomy, CSRD, NAIC) (EUABALAG), Wildfire Risk Assessment, Prevention & Suppression Services (IMAMAJAG)

Keywords

• Wildfire risk planning
• Forest resilience software
• Wildfire hazard modeling
• Land management analytics
• Fuels treatment optimization

Headquarters

HQ city

Truckee

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Vibrant Platform SaaS Subscription: Recurring platform access for fire districts, counties, land managers, utilities, NGOs, and natural resource managers, providing the Evaluate / Design / Implement / Learn / Adapt workflow, multi-user collaboration, scenario planning, and monitoring. Engagement scope ranges from a few thousand to millions of acres per customer.
2. Pyrologix Data Solutions & Modeling Services: Deployment-ready data products and risk modeling services sold to utilities and other customers, including HFTD mapping, extreme event modeling, WMP/regulatory compliance datasets, structure exposure scores, and WildEST subscriptions; sold as standalone data solutions or wrapped into the Pyrologix platform.
3. Implementation and Onboarding Services: Project-based services and hands-on support delivered alongside Community Risk Management, Wildlands Management, and Utility engagements; includes running pilots, integrating customer data into the platform, and producing deliverable plans such as CWPPS.
4. Custom Wildfire Hazard / QWRA / Mitigation Reports: Custom analytics and reports (Wildfire Hazard Assessment, Quantitative Wildfire Risk Assessment, Wildfire Mitigation Planning, Fuels Reduction Impact Analysis, Structure Exposure Classifications, Structure Risk Score, Wildfire Resilient Development Planning, Wildfire Spread Path Analysis, Urban Conflagration Potential) delivered per area of interest with varying levels of support.
5. Community Wildfire Resilience Reports for HOAs and Communities: Parcel-scale wildfire risk and resilience reports sold to homeowner associations and communities to support insurance, home hardening, and fuels-treatment decisions; demonstrated with Tyrolian Village (228 homes).

Pricing tiers

Go-to-market motion4 records

Distribution channels5 records

Marketing channels8 records

Core offering

Vibrant Planet sells a cloud-based, AI/ML-driven wildfire risk mitigation planning and monitoring platform (the Vibrant Planet Platform, or VPP) that helps fire districts, counties, utilities, natural resource managers, and communities collaboratively prioritize fuels treatments, design mitigation projects, and track risk-reduction outcomes. The platform is built on Pyrologix's probabilistic wildfire simulation models (WildEST, Pyrosity, FullSim) and Vibrant Planet's own AI canopy models (VibrantVS, VibrantSR), integrated with ForSys treatment optimization and harmonized public datasets (LANDFIRE, NAIP, Sentinel-2, lidar, CTrees carbon).

Product overview

Vibrant Planet offers a single, unified wildfire and landscape resilience platform — the Vibrant Planet Platform (VPP) — organized around an Evaluate–Design–Implement–Learn–Adapt lifecycle. The core VPP is built atop the Pyrologix wildfire modeling stack (Pyrologix is the in-house fire science company acquired via the 2023 merger, contributing the WildEST, Pyrosity, and FullSim models), the in-house VibrantVS and VibrantSR canopy height / forest structure AI models, the externally integrated ForSys treatment optimization engine, and a curated library of public data (LANDFIRE, NAIP, Sentinel-2, lidar, CTrees carbon, etc.). The platform is delivered as three primary solution modules: Community Wildfire Risk Solutions (for fire districts, counties, and municipalities), Wildfire Planning Platform (for natural resource managers and agency leaders), and Grid & Infrastructure Management (for utilities and critical infrastructure). Underneath, a portfolio of named sub-products and parcel-level solutions — Wildfire Hazard Assessment, Quantitative Wildfire Risk Assessment (QWRA), Wildfire Mitigation Planning, Fuels Reduction Impact Analysis, Structure Exposure Classifications, Wildfire Resilient Development Planning, Structure Risk Score, Wildfire Spread Path Analysis, Urban Conflagration Potential, and the Vibrant Planet Public Data Pack — provides the modular building blocks users can assemble. The nonprofit Vibrant Planet Data Commons (VPDC) operates in parallel as the open-data engine, commissioning and publishing the science, datasets, and data stories that feed the platform.

Differentiator

Problem solved

Functional benefit

Brands

• Pyrologix: Industry leader in landscape-scale and community-level wildfire hazard and risk modeling; described on the website as 'Pyrologix, a Vibrant Planet company'. Provides the wildfire science foundation behind the Vibrant Planet platform.

Products and services

• Vibrant Planet Platform (VPP) Cloud-based, collaborative decision support platform for structured wildfire risk mitigation planning and monitoring. Provides the Evaluate–Design–Implement–Learn–Adapt workflow, multi-user collaboration, scenario planning, and monitoring for fire districts, counties, utilities, land managers, NGOs, and natural resource managers.
• Community Wildfire Risk Solutions Solution module for fire districts, counties, and municipalities combining Wildfire Hazard Assessment, Quantitative Wildfire Risk Assessment (QWRA), Wildfire Mitigation Planning, and parcel-level analyses (Fuels Reduction Impact, Structure Exposure, Structure Risk Score, Wildfire Spread Path Analysis, Urban Conflagration Potential, Wildfire Resilient Development Planning).
• Wildfire Planning Platform Solution module aimed at natural resource managers and agency leaders (federal and state land managers) that delivers the Evaluate–Design–Implement–Learn–Adapt lifecycle for landscape-scale wildfire, drought, and flood resilience with Pyrologix-powered fire modeling and ForSys-driven treatment sequencing.
• Grid & Infrastructure Management (Utilities) Pyrologix-powered solution module for utilities offering deployment-ready risk data products (Ignition Potential, Conditional Impact, Wildfire Threat) and a real-time Pyrologix Platform with live weather-updated risk indices, asset-level exposure tracking, and operational dashboards for WMP compliance and capital planning.
• Pyrologix Wildfire Science Industry leader in landscape-scale and community-level wildfire hazard and risk modeling; merged with Vibrant Planet in 2023 and operates as 'Pyrologix, a Vibrant Planet company.' Provides WildEST, Pyrosity, and FullSim models, contributes 50+ peer-reviewed publications, and is the modeling partner for wildfirerisk.org.
• VibrantSR (Super-Resolution Canopy Model) Generative flow matching AI model that produces 0.5m sub-meter forest structure maps from Sentinel-2's 10m imagery at a five-day revisit cadence, enabling global-scale forest monitoring without aerial flyovers. Achieves 4.39m MAE canopy height accuracy, outperforming Meta CHM v1, LANDFIRE, and ETH in western U.S. eco-regions.
• VibrantVS (Canopy Height Model) Aerial-based, high-resolution multi-task transformer for forest canopy height, canopy cover, and dominant tree estimation, trained on 12 million acres and described as industry-leading in accuracy, temporal currency, and cost. Foundation for wall-to-wall vegetation maps in the Vibrant Planet platform.
• WildEST Wildfire Simulation Pyrologix's internally developed probabilistic wildfire behavior model that simulates fire across a full range of weather conditions (not just average) to deliver burn probability, fire intensity, ember production, ember load, and risk-to-buildings outputs. Used by Vibrant Planet to support nationwide community wildfire risk assessment and to annually update structure-exposure measures.
• Community Wildfire Resilience Reports for HOAs and Communities Parcel-scale wildfire risk and resilience reports sold to homeowner associations and communities to support insurance negotiations, home-hardening, and fuels-treatment decisions. Demonstrated with the Tyrolian Village HOA (228 homes, 104 of 169 homes reduced risk, $62M potential avoided losses) and across Incline Village ($113M projected avoided losses, 189 structures moved out of highest exposure).

Quantifiable outcome

• 10x efficiency gain in identifying Strategic Planning Areas covering just 5% of CAL FIRE Amador-El Dorado Unit that capture more than 50% of risk-reduction opportunity.
• +7 more outcomes

Named customers12 records

Segments7 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability9 records

Feature9 records

Partnerships

Ten partnerships are on record, tiered flagship, core and minor.

• CAL FIRE (California Department of Forestry and Fire Protection)flagshipStrategic or Co-development Partner · 1 April 2026Statewide partnership announced April 2026 to transform wildfire planning and mitigation for the department. CAL FIRE will use Vibrant Planet's wildfire modeling and risk analytics platform to develop, execute, and measure Unit Fire Plans across all 21 CAL FIRE Units and 6 Contract Counties; statewide deployment to be phased throughout 2026 with full rollout by year-end for 2027 Unit Fire Plans.
• BurnBotcoreTechnology or Integration · 1 January 2026Joint technology collaboration highlighted in the Tyrolian Village HOA case study, where Vibrant Planet's platform was paired with BurnBot robotics to prioritize and execute wildland fuels mitigation work; the combined offering unlocked affordable homeowner insurance for the HOA.
• Megafire ActioncoreStrategic or Co-development Partner · 1 June 2025Research collaborator on wildfire mitigation economics; co-published with Vibrant Planet Data Commons a study (June 27, 2025 press release) showing how wildfire risk mitigation projects could deliver billions in avoided losses for seven wildfire-susceptible communities across the U.S.
• CTreescoreTechnology or Integration · 1 January 2024Carbon-data partner; Vibrant Planet purchases carbon data from CTrees and integrates 5-meter resolution above-ground biomass carbon data into its platform to expose current carbon storage to hazard and risk and to demonstrate the cost of 'no-action' in the wildlands-health module.
• ForSyscoreTechnology or Integration · 1 January 2024Optimization engine integrated into Vibrant Planet's Design stage: ForSys powers collaborative treatment scenario building and balances priorities, constraints, and trade-offs across budget, workforce, biomass, and acreage to produce sequenced projects and outcome-based metrics.
• PyrologixflagshipStrategic or Co-development Partner · 1 January 2023In 2023, Vibrant Planet merged with Pyrologix, the industry leader in wildfire risk modeling. Pyrologix became a Vibrant Planet company; its WildEST, Pyrosity, and FullSim models are now embedded in Vibrant Planet's platform and used for utility, community, and land-management customers. Pyrologix scientists have authored 50+ peer-reviewed publications and Pyrologix is the selected modeling partner for wildfirerisk.org.
• Vibrant Planet Data Commons (VPDC)flagshipStrategic or Co-development Partner · 1 January 2020An independent 501(c)(3) nonprofit spun out from the original 2018 Vibrant Planet nonprofit and reconstituted when the PBC was founded in late 2020. VPDC commissions and hosts open scientific research and openly shares data products (CAL FIRE hazard modeling, California Structure Graph, VibrantVS/VibrantSR CHMs, Crown Fire Probability, Fire Severity, pFRID, etc.) for educational and academic purposes. Strategic pillars: data storytelling & visualization, expanding tribal stewardship, and collaborative open science.
• Wildfire Risk to Communities (wildfirerisk.org)coreTechnology or Integration · 1 January 2020Pyrologix is the selected modeling partner for the USFS Wildfire Risk to Communities project (wildfirerisk.org), annually updating measures of fire intensity, ember production and load, and risk to buildings across the U.S.; Pyrologix's structure exposure score is a foundational input used by Vibrant Planet.
• U.S. Forest Service (USFS) and other federal science agenciescoreStrategic or Co-development PartnerCo-development partner; Vibrant Planet operationalizes USFS-developed models (FlamMap, FSim) alongside Pyrologix-developed WildEST, and integrates the most up-to-date verified publicly-available datasets from USFS, LANDFIRE, Regional Resource Kits, and other top scientific organizations to underpin platform analytics.
• Blue ForestminorStrategic or Co-development PartnerCo-author on peer-reviewed paper 'Carbon finance for forest resilience in California' (Frontiers in Forests and Global Change, 2025); co-developed forest carbon and resilience finance analysis with Vibrant Planet.

Scale indicators17 records

Recent moves7 records

Expansion highlights8 records

Direct peers

• Technosylva: Technosylva provides wildfire behavior simulation (Wildfire Analyst), risk analytics, and operational decision support to utilities, government agencies, and insurers. It is the most direct competitor to Vibrant Planet in probabilistic wildfire modeling and utility-grade Wildfire Mitigation Plan compliance, sharing customers like PG&E and SCE.
• Simtable: Simtable builds fire behavior simulation and risk visualization software for fire departments, utilities, and emergency management. It overlaps with Vibrant Planet on community-level wildfire modeling and decision support, though with a smaller installed base.
• Salo Sciences: Salo Sciences uses AI and high-resolution imagery to map fuels, fire risk, and forest health at landscape scale, competing directly with Vibrant Planet's VibrantVS/VibrantSR canopy and fuelscape products for utility and agency customers.
• 3D Geodata: 3D Geodata (formerly Airborne Imaging) provides high-resolution lidar, vegetation, and terrain mapping services to forestry and utility clients. It overlaps with Vibrant Planet on the upstream data layer (canopy height, fuels) that feeds wildfire risk modeling.

Emerging players

• Pano AI: Pano AI deploys AI-enabled camera networks and active wildfire detection for utilities and fire agencies. It addresses an adjacent (detection and situational awareness) rather than mitigation-planning use case compared to Vibrant Planet, but targets the same utility and agency buyers.
• Orora Technologies: OroraTech provides satellite-based wildfire detection and monitoring using thermal infrared. It is adjacent to Vibrant Planet's monitoring capability, focused on detection rather than mitigation planning, but increasingly relevant to insurance and utility customers.
• KatRisk: KatRisk builds catastrophe risk models for wildfire, flood, and wind at structure and portfolio level for insurers and reinsurers. It competes with Vibrant Planet in the insurance/financial-services segment on parcel- and structure-level exposure data.
• First Street Foundation: First Street quantifies property-level climate and wildfire risk for consumers, lenders, and the public sector. It overlaps with Vibrant Planet on structure- and parcel-level risk data, particularly in the insurance and mortgage markets.

Broad incumbents

• ESRI: ESRI's ArcGIS platform is the dominant geospatial system used by the same federal, state, and utility customers Vibrant Planet serves. While not a wildfire specialist, ESRI is a broad incumbent whose platform integrations and partner ecosystem shape wildfire analytics purchasing decisions.

Others

• Blue Forest: Blue Forest is a partner, not a direct competitor, developing forest resilience and carbon finance projects. It is comparable to Vibrant Planet in that both target forest resilience finance and co-authored a Frontiers in Forests and Global Change paper on California carbon finance.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/vibrantplanet_
• Facebookfacebook.com/HeyVibrantPlanet
• LinkedInlinkedin.com/company/vibrant-planet
• Instagraminstagram.com/heyvibrantplanet

Revenue estimate

Valuation estimate

Number of profiles

Profiles17 records

Subsidiaries1 record

Funding overview

Funding rounds7 records

Investors20 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Vibrant Planet