Self healing AI platform for EV chargers and industrial electrical equipment
Our focus is an AI platform that brings self monitoring and predictive intelligence to any large battery powered or electrical industrial equipment. We are starting with EV chargers, where reliability is the biggest pain point, and our AI agents already reduce AMC costs by up to 30 percent.
AI reliability layer for electric infrastructure
We combine custom hardware monitoring with AI software to turn industrial equipment into self monitoring and predictive assets. The same platform that makes EV chargers reliable can serve any large battery powered or electrical industrial equipment.
Hardware: universal retrofit PCB and adapters
We designed a universal embedded PCB and adapters that can be retrofitted into existing EV chargers and extended to other devices. The hardware reads critical signals and streams high quality telemetry into the platform.
- Voltage, current, temperature, connector and power module monitoring
- Designed for retrofits across multiple OEMs and models
- Secure, lightweight data pipeline to our AI agents
Software: AI monitoring and predictive intelligence
Our AI agents continuously monitor device health, detect early warning patterns, and predict failures before they impact operations. This allows operators to reduce unplanned downtime and AMC spend.
- Condition monitoring and anomaly detection for each asset
- Predictive maintenance recommendations with clear root cause hints
- APIs and dashboards for operators, OEMs and AMC partners
Why we start with EV chargers
EV chargers are one of the most visible and painful reliability problems in the transition to electric mobility. Failure rates are high, diagnostics are limited, and O&M teams often operate blind. This makes them the ideal first vertical for our platform.
Real world traction
We are already working with installed chargers and fleet environments.
- Chargers deployed with fleet operators as test and validation ground
- Universal retrofit PCB design complete and ready for rollout
- AI agents built to monitor live charger conditions and predict failures
Target outcomes for operators
Our goal is to make EV charging feel as reliable as turning on a light switch, while reducing the cost to keep that system running.
- Up to 30 percent reduction in AMC and service visits
- Higher uptime, fewer dead chargers at critical locations
- Better experience for drivers and fleets with fewer surprises
A platform that scales across industrial use cases
What we are building for EV chargers is the foundation of a scalable platform that can expand into forklifts, drones, golf carts, AGVs, backup batteries, industrial UPS systems and more. Anywhere there is a high value electric asset, our AI monitoring can help.
Fleet depots and CPOs
Keep chargers online, reduce emergency visits, and provide fleet managers with clear health dashboards.Battery powered material handling
Forklifts, golf carts and AGVs benefit from predictable battery and power electronics monitoring.Drones and mobile robotics
Monitor mission critical battery health and power systems for autonomous fleets.Backup power and industrial systems
Extend the platform to backup batteries, industrial UPS and other electrical infrastructure.Pilots, fleets and strategic investors
We are looking for forward thinking fleets, charge point operators, OEMs and strategic investors who want to make EV charging and industrial electric equipment truly self monitoring and reliable.