Shaping the Future of Wildfire Risk Assessment

Partnering with fire agencies, planners, and developers to reduce wildfire risk through custom modeling, simulation, and decision-support tools.

Willow Labs delivers custom tools and insights that help you take meaningful, data-backed action.

Tailored analytics for wildfire resilience.

What We Do

  • Fire Behavior Analysis

    We create detailed fire behavior models and fire growth simulations that help agencies, land managers, and developers anticipate wildfire dynamics and make informed, defensible decisions.

  • Mitigation Assessment

    We evaluate the effectiveness of mitigation strategies by modeling how risk reduction activities change a community’s risk profile and increase community safety.

  • Budget Prioritization

    We help agencies and organizations allocate budgets to projects where they will have the greatest impact on wildfire risk reduction.

  • Evacuation Planning

    We model fire behavior and evacuation routes to assess whether communities can evacuate safely and identify areas for traffic management, fuel reduction, and shelter in place.

Our Recent Projects

  • Marin Wildfire Vegetation Management Risk Assessment

  • City of Napa Community Wildfire Protection Plan

  • Marin Wildfire On-Parcel Risk Assessment

  • Guenoc Valley Project Wildfire Risk Assessment

  • Lawrence Berkeley National Laboratory Evacuation Plan and Fire Risk Assessment

  • Marin Municipal Water District Fire Pathways Risk ASsessment

  • Irvine Ranch Conservancy Wildfire Vulnerability Assessment

Our Partners

See how we can support your wildfire resilience planning.