AI Solutions for
Wildfire
Risk Mitigation

We are helping companies from utility, energy and power supply industries to optimize their wildfire risk mitigation programs with result-driven AI solutions.

Vegetation Encroachment Detection

Using advanced computer vision and geospatial analytics on high-resolution satellite and drone imagery, our models detect vegetation growing dangerously close to transmission and distribution lines.

Grid Equipment Risk Scoring

By combining IoT telemetry with historical failure data, our machine learning models assign risk scores to poles, transformers, and other grid equipment. Utilities can preempt failures, reduce inspection costs, and address high-risk areas before they spark incidents.

Real-Time Fire Detection

Our edge-deployable AI systems process thermal and optical camera feeds to detect early signs of smoke, heat, or flame. These alerts enable near-instant escalation, helping utilities respond faster to nascent fires. It prevents small anomalies from becoming catastrophic events.

Our offerings

A dedicated team of engineers, developing AI solutions to predict, prevent, and contain wildfires.

Wildfires pose growing threats to utility and energy providers, damaging assets, endangering lives, and triggering widespread blackouts. At ThirdEye Data, we develop AI solutions to optimize the Wildfire Risk Mitigation Programs, empowering utility companies to detect threats early, predict fire spread, and optimize safety responses across critical infrastructure.

Key Reasons – Why AI Matters for Wildfire Risk Mitigation:

Connect with Our Team

Anomaly Detection for Asset Monitoring

Leveraging machine learning and real-time telemetry, our models detect abnormal patterns across substations, line sensors, and reclosers.

PSPS Decision Intelligence

Our AI models, enhanced by LLMs, synthesize real-time weather forecasts, historical outage records, grid stress indicators, and vegetation models to support Public Safety Power Shutoff (PSPS) decisions.

Fire Spread Simulation

We simulate fire propagation by fusing terrain, fuel moisture, vegetation density, and meteorological data. Utilities use this to anticipate how a fire might spread and plan safe shutdowns.

Customer Alert Automation

AI-powered agents create intelligent, multilingual alerts tailored to user location and risk severity. Can be Integrated with SMS, email, and app channels.

Reason to Deploy a Dedicated AI Engineering Team

Between 2020 and 2025, at least 8 major wildfires in the U.S. were caused by electric infrastructure

We have lost 29+ precious lives, more than 12,000 structures destroyed, and lost 2.12 million acres of lands in last fiver years. By seeing the devastation and understading the severity, ThirdEye Data has deployed a full-stack AI team with hands-on experience in developing AI-based wildfire mitigation solutions.

Our Portfolio

AI-based Anomaly Detection in Electric Poles

We built a fully-functional predictive maintenance system that can process thousands of drone-captured electric pole images per day, identify and report defects, anomalies and potential hazards, then, utility maintenance teams can proactively address problems before they spark and potentially turn into fires.

Customer Feedback

What Southern California Edison Says About Us

They developed CV ML models to automate image quality assessment for Field Asset Inspection (part of Wildfire Mitigation Program).ThirdEye Data was adaptive to the our changing requirements and successfully met model performance metric targets. The team delivered most of the ML models on time, and they were very collaborative and supportive throughout the engagement. Moreover, they were committed, honest, and open-minded.

Kumar Mankala

Former Advisor of AI/ML Program & Products, SCE

Our Expertise

You name the AI use case, and we’ve already built the solution.

Technology Stack We Use

AI/ML & Decision Intelligence

YOLOv5, Detectron2, XGBoost, LightGBM, TensorFlow, PyTorch, OpenAI GPT models, LangChain

Computer Vision & Remote Sensing

OpenCV, AWS Rekognition, custom CNNs, DJI Drone Feeds, Planet Labs, Sentinel Imagery, FLIR Thermal Imaging + Edge AI

Cloud & Model Deployment Infrastructure

Microsoft Azure, AWS SageMaker, Google Vertex AI, Kubernetes, Docker, MLflow, DVC

ThirdEye Data is an AI development company with hands-on expertise in developing and deploying AI solutions to enhance wildfire risk mitigation programs.

Other Products & Platforms

Contact Us

333 West San Carlos Street, San Jose, CA 95110 USA

answers@thirdeyedata.ai

AI-based Wildfire Risk Mitigation

AI Solutions for Wildfire Risk Mitigation