Edge & IoT

FleetifAI

Every Device. One Intelligent Fleet

In Development
Illustration: application containers rolled out from one control ring over secure links to edge gateways at a factory, a solar and wind site, a kiosk, a street cabinet and buildings

FleetifAI is a platform for managing distributed Linux edge infrastructure, being built as an independent product in the IoTOcean portfolio. It is aimed at teams that run gateways and small computers out in the field, in buildings, shops, vehicles or industrial sites, and need to keep their software up to date and their devices healthy without travelling to each one.

The problem

Edge devices are easy to deploy and hard to look after. Once a gateway is installed in a cabinet somewhere, every update, configuration change or fault becomes a remote job, often over a network you do not control. Applications are installed by hand, devices end up running different versions, and when something stops working the first question is how to reach the device at all. The more devices there are, the more of the team’s time goes into keeping them running instead of improving what they do.

How FleetifAI approaches it

FleetifAI treats edge devices as one fleet rather than many individual machines. Applications are planned to be packaged and run as Docker containers, so the same workload can be rolled out to many gateways in a consistent way. Devices are planned to connect back over WireGuard, giving operators a secure path for remote operations and diagnostics even when the device sits behind someone else’s network.

For the operating system, FleetifAI is designed to integrate with Flatcar Linux, a minimal, container-focused Linux distribution that suits devices which should change as little as possible between updates. An extensible plugin framework is planned for connecting IoT hardware and protocols without changing the core of the platform.

What is being built now

FleetifAI is in development. The work in progress covers:

  • edge gateway fleet management;
  • Flatcar Linux integration;
  • Docker application orchestration across devices;
  • secure WireGuard connectivity to every device;
  • remote operations and diagnostics;
  • device supervision and monitoring;
  • an extensible IoT plugin framework.

None of these capabilities is presented as finished yet. Progress will be shared in the IoTOcean Journal as the work moves forward. If you run edge devices and want to talk about what you need, get in touch.

Features

What it does

  • Edge gateway fleet management A planned single view of every gateway in the field, grouped into a fleet you can manage as a whole.
  • Docker application orchestration Planned rollout of containerised applications to many devices in a consistent, repeatable way.
  • Flatcar Linux integration Being designed to work with Flatcar Linux, a minimal, container-focused operating system for devices.
  • Secure WireGuard connectivity Devices are planned to connect back over WireGuard, so operators can reach them without exposing open ports.
  • Remote operations and diagnostics Planned tools for checking, restarting and troubleshooting devices without a site visit.
  • Device supervision and monitoring Planned health and status tracking across the fleet, so problems are noticed early.
  • Extensible IoT plugin framework A planned plugin framework for connecting IoT hardware and protocols without changing the platform core.

Technology

Built with

  • Linux
  • Flatcar Linux
  • Docker
  • WireGuard

Journal

Updates

Illustration: a glowing IoTOcean hub at the centre, linked to a secure router, a provisioning server sending images to devices, a smart speaker under a crescent moon, an audio waveform becoming text, an edge gateway with application cubes, and a building controller with sensors

Product Announcements

Introducing IoTOcean

October 25, 2026

IoTOcean is live: an independent technology brand building six products, from router fleets to BACnet testing. Here is what we are building and why.

Interested in FleetifAI?

Tell us what you would like it to do, or ask us anything about where it is heading.