C3 AI Sensor Health

Manage sensor health for smart meters

C3 AI Sensor Health

Manage sensor health for medical devices

C3 AI Sensor Health

Manage sensor health for pipelines

C3 AI Sensor Health

Manage sensor health for refineries

Ensure Optimal Deployment and Operational Health of IoT Sensor Devices

C3 AI® Sensor Health ensures the operational effectiveness of IoT devices and network infrastructure during both the deployment and the operational life cycle of IoT devices.

Download Data Sheet



Executive dashboard

Visualize sensor status, deployment progress, and geographic regions of concern, and access a prioritized view of sensors with identified health issues.
Sensor Deployment

Sensor deployment

Identify sensor deployment issues, diagnose the source of sensor malfunctions, optimize field service, and forecast future deployment progress.
Sensor device reconciliation

Sensor device reconciliation

Ensure device installation information is correct, consistent, and current across source and cloud data systems.
Network health and sensor exceptions

Health and sensor exceptions

Monitor and analyze physical integrity, functionality, and communication of sensor devices to optimize field service and issue resolution.
Geospatial intelligence

Geospatial intelligence

Visualize planned sensor deployment, actual deployment and provisioning progress, device operational issues and trends, and service work priorities.
Reporting and ad hoc analyses

Reporting and ad hoc analyses

Present analyses and summarize results using preformatted and custom reports, including failure analysis, health analysis, identified and realized value, and financial performance against budget.


Dulce Borjas
Dulce Borjas

Dulce Borjas

VP and CIO, ENGIE North America

“ENGIE is looking to provide a zero-carbon future. The C3 AI Suite is important because it helps us build applications faster.”

Jeff Leonard
Jeff Leonard

Jeff Leonard

Systems Manager of Data Architecture

“We are currently ingesting a billion records a day. With that amount of data, I can’t imagine doing it on other technologies.”

Christopher Brownlee

Christopher Brownlee

Department Manager, AMI Operations

"The experience working with C3 has been eye-opening."

Dan Smilowitz

Dan Smilowitz

Data Science Manager

"Ex Machina enables a lot of the folks that are very plugged in to the business problems to start to answer questions themselves without having to have the deep knowledge of the algorithms or how to program them."



Analyze sensor health data from multiple sources and systems, such as network communication, device data management, and customer systems.


Visualize sensor deployment progress or health in an interactive, geospatial view of assets, device health metrics, and tool tips.


Access network communication data to analyze, identify, and fix network problems and affected meters.


Identify root causes of failure and get recommendations to address them.


Create a single, continuously updated, and prioritized work queue of installation and maintenance work orders to increase efficiency and effectiveness.


Locate sensors and remotely identify sensor configuration and location mismatches to ensure that the sensor is at the correct location and configured properly.


Assess device reconciliation issues to resolve errors related to provisioning errors and problems with customer, asset, or communications systems.


Generate a prioritized list of devices requiring field investigation or maintenance, with a health index score and supporting details to facilitate diagnosis or repair.


Track performance reports of deployment and provisioning performance.


Reduce operational expenses by reconciling installation and provisioning issues, improving office and field investigation efficiency, and isolating network problems.


Improve customer satisfaction through reduced device interruptions, rapid resolution of configuration issues, and improved service scheduling workflows.

Data Sources

C3 AI Sensor Health integrates and analyzes data from multiple disparate systems including IoT device data, head-end data from communication systems, asset management systems (AMS), global information systems (GIS), work order systems, customer relationship management systems (CRM), installation vendor data, and third-party data like weather information.

During sensor deployment, C3 AI Sensor Health identifies and reconciles problems, prioritizes remediation efforts, and enables the effective management of third-party vendors. During the ongoing operation of the sensor network, C3 AI Sensor Health uses advanced machine learning algorithms that continuously improve over time to identify sensor issues with increasing precision, predict sensor failures, and ensure the efficient operation of the sensor network.

Model-driven architecture for C3 AI Sensor Health

Proven results in weeks, not years

Get insights into C3 AI’s capabilities, enterprise AI best practices, and highest-value use cases.
Gain insights into the C3 AI Application Platform's capabilities, its model-driven architecture, and test it against your company's sample data set.
Identify a high-impact business problem and collaborate with the C3 AI team to rapidly build an AI application that solves it.
Scale and deploy a tested C3 AI application into production. Incorporate user feedback and optimize algorithms to drive maximum economic value.

Want more information?

Contact us