---
title: "ChargerPilot AI agents for OCPP and OCPI"
description: "ChargerPilot is GridOS’s AI agent layer for OCPP and OCPI operations: anomaly detection, roaming exceptions, load-aware actions, and multi-backend ops assistance on top of gateway telemetry."
canonical: "https://gridos.co/solutions/chargerpilot-ai-agents"
keywords:
  - "AI agents for OCPP"
  - "OCPP AI agent"
  - "OCPI AI agent"
  - "AI agent EV charging"
  - "ChargerPilot"
  - "AI for OCPP operations"
  - "EV charging AI agents"
  - "agent for OCPP"
---

# ChargerPilot AI agents for OCPP and OCPI

> Buyers searching for AI agents for OCPP or OCPI want automation that understands protocol operations—not a generic chatbot. ChargerPilot AI agents work on GridOS gateway signals so ops teams scale without living in raw OCPP/OCPI logs.

ChargerPilot is GridOS’s AI agent layer for OCPP and OCPI operations: anomaly detection, roaming exceptions, load-aware actions, and multi-backend ops assistance on top of gateway telemetry.

## Audience

CPO operations leaders and platform teams exploring AI for EV charging infrastructure.

## Best for

Operators who already (or will) run an OCPP/OCPI gateway and want agent assistance on production protocol workflows.

## Pain points

- Ops volume grows faster than headcount once fleets and partners scale.
- Raw OCPP/OCPI logs are hard to triage under incident pressure.
- Generic AI tools lack charger and roaming protocol context.
- Exceptions in roaming and multi-backend routing need structured handling.
- Teams want automation without giving up operator control of remote commands.

## Outcomes

- AI agents grounded in OCPP and OCPI operational context.
- Faster triage of connectivity, session, and roaming anomalies.
- Assistance layered on gateway telemetry—not a separate black box.
- Clearer handoff from agent suggestion to human-approved action.
- A path to scale ops without scaling headcount 1:1 with chargers.

## FAQ

### What is an AI agent for OCPP?

An OCPP AI agent uses charger protocol telemetry (status, sessions, errors, profiles) to detect issues and propose or automate operational responses—within guardrails set by the operator. It is not a replacement for the OCPP gateway; it sits on top of reliable protocol data.

### Does ChargerPilot replace my NOC team?

No. It reduces repetitive triage and surfaces protocol-aware context so humans decide faster. Critical remote commands should remain under operator policy.

### Do I need GridOS’s gateway to use ChargerPilot?

ChargerPilot is designed to work with GridOS’s OCPP and OCPI infrastructure layer so agents see consistent, multi-backend-aware signals. That is the intended production path.

### Can agents help with OCPI roaming exceptions?

Yes. Partner and CDR/session mismatches are a primary ops pain; agents help classify and route those exceptions when OCPI gateway telemetry is available.

## Related

- OCPP gateway: [OCPP gateway product](https://gridos.co/solutions/ocpp-gateway)
- OCPI gateway: [OCPI gateway product](https://gridos.co/solutions/ocpi-gateway)
- Pricing: [GridOS pricing](https://gridos.co/pricing)
- Contact: [Talk to GridOS](https://gridos.co/contact)