The First Foundational Model for Utility Infrastructure
The First Foundational Model for Utility Infrastructure
Unlock a new level of accuracy and reliability by turning your unlabeled imagery into high-performance grid intelligence.
Protect what matters most with insurance that's simple, reliable, and built for you.



The Foundation Model
Generate tailored assessment models with fewer than 50 images, unlocking a path to 10,000+ asset-specific models.

Equipment Detection

Equipment Detection

Equipment Detection

Defect Detection

Defect Detection

Defect Detection

Change Detection

Change Detection

Change Detection

Vegetation Detection

Vegetation Detection

Vegetation Detection

Right of Way Violation

Right of Way Violation

Right of Way Violation

Health Assessment

Health Assessment

Health Assessment
Step 1
Connect Your Existing Imagery
You share the raw, unlabeled images you already collect from drones, sensors, and field crews. Watchfuly ingests this data as-is — no preprocessing, labeling, or manual sorting required.
Step 1
Connect Your Existing Imagery
You share the raw, unlabeled images you already collect from drones, sensors, and field crews. Watchfuly ingests this data as-is — no preprocessing, labeling, or manual sorting required.
Step 2
Build Your Foundation Model
We create a utility-specific foundational model trained directly on your unlabeled imagery. This captures the full variety of your assets, environments, and grid conditions, forming the base for all future detection capabilities.
Step 2
Build Your Foundation Model
We create a utility-specific foundational model trained directly on your unlabeled imagery. This captures the full variety of your assets, environments, and grid conditions, forming the base for all future detection capabilities.
Step 3
Deploy Use-Case Models in <50 Images
From that foundation, we generate accurate, task-specific models — inspections, component identification, defect detection, and more — each created with fewer than 50 labeled images and ready for real-world deployment.
Step 3
Deploy Use-Case Models in <50 Images
From that foundation, we generate accurate, task-specific models — inspections, component identification, defect detection, and more — each created with fewer than 50 labeled images and ready for real-world deployment.
Step 1
Connect Your Existing Imagery
You share the raw, unlabeled images you already collect from drones, sensors, and field crews. Watchfuly ingests this data as-is — no preprocessing, labeling, or manual sorting required.
Step 2
Build Your Foundation Model
We create a utility-specific foundational model trained directly on your unlabeled imagery. This captures the full variety of your assets, environments, and grid conditions, forming the base for all future detection capabilities.
Step 3
Deploy Use-Case Models in <50 Images
From that foundation, we generate accurate, task-specific models — inspections, component identification, defect detection, and more — each created with fewer than 50 labeled images and ready for real-world deployment.
Unlock the Power of Unlabeled Data
1+
Petabytes of Imagery
Utilities generate huge visual datasets — most remain unused until Watchfuly turns them into intelligence.
1+
Petabytes of Imagery
Utilities generate huge visual datasets — most remain unused until Watchfuly turns them into intelligence.
<50
Labeled Images
Our foundation model creates accurate, asset-specific detectors with fewer than fifty labeled examples.
<50
Labeled Images
Our foundation model creates accurate, asset-specific detectors with fewer than fifty labeled examples.
95%
Accuracy
Built for real-world infrastructure, delivering reliable performance across diverse conditions.
95%
Accuracy
Built for real-world infrastructure, delivering reliable performance across diverse conditions.
10k+
Asset Conditions
Designed to handle the true variety found across grid components, not the narrow range point solutions support.
10k+
Asset Conditions
Designed to handle the true variety found across grid components, not the narrow range point solutions support.
500k+
Miles
Engineered for grid-scale, adapting to the vast infrastructure utilities must inspect and maintain.
500k+
Miles
Engineered for grid-scale, adapting to the vast infrastructure utilities must inspect and maintain.
1
Industry Foundation
The first foundational model trained on utility imagery, improving as more partners contribute data.
1
Industry Foundation
The first foundational model trained on utility imagery, improving as more partners contribute data.
1+
Petabytes of Imagery
Utilities generate huge visual datasets — most remain unused until Watchfuly turns them into intelligence.
<50
Labeled Images
Our foundation model creates accurate, asset-specific detectors with fewer than fifty labeled examples.
95%
Accuracy
Built for real-world infrastructure, delivering reliable performance across diverse conditions.
10k+
Asset Conditions
Designed to handle the true variety found across grid components, not the narrow range point solutions support.
500k+
Miles
Engineered for grid-scale, adapting to the vast infrastructure utilities must inspect and maintain.
1
Industry Foundation
The first foundational model trained on utility imagery, improving as more partners contribute data.
What This Unlocks
Trusted, scalable detection helps utilities shift to predictive maintenance, prioritize repairs with confidence, and improve reliability while reducing operational and compliance risk.









Smarter Maintenance Decisions
Proactive repairs
Resource efficiency
Longer asset life
With predictive insights, utilities can address problems before they escalate, ensuring safer, more reliable system performance.
Smarter Maintenance Decisions
Proactive repairs
Resource efficiency
Longer asset life
With predictive insights, utilities can address problems before they escalate, ensuring safer, more reliable system performance.
Smarter Maintenance Decisions
Proactive repairs
Resource efficiency
Longer asset life
With predictive insights, utilities can address problems before they escalate, ensuring safer, more reliable system performance.









Operational Excellence
Fewer outages
Lower costs
Consistent reliability
Streamline inspections to minimize blind spots, reduce field risk, and improve day-to-day network performance.
Operational Excellence
Fewer outages
Lower costs
Consistent reliability
Streamline inspections to minimize blind spots, reduce field risk, and improve day-to-day network performance.
Operational Excellence
Fewer outages
Lower costs
Consistent reliability
Streamline inspections to minimize blind spots, reduce field risk, and improve day-to-day network performance.









Maximized Data Value
Actionable insights
Hidden patterns
ROI from data
Get maximum value by unlocking the unused data you’ve collected for years — turning it into insights that cut waste and improve efficiency.
Maximized Data Value
Actionable insights
Hidden patterns
ROI from data
Get maximum value by unlocking the unused data you’ve collected for years — turning it into insights that cut waste and improve efficiency.
Maximized Data Value
Actionable insights
Hidden patterns
ROI from data
Get maximum value by unlocking the unused data you’ve collected for years — turning it into insights that cut waste and improve efficiency.
GET STARTED
Unlock the Power of Your Unused Data
Share a bit about your inspection workflow and we’ll show you how Watchfuly can turn your unlabeled imagery into high-accuracy models in days.