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Welcome to make87

What is make87?

make87 is the "nervous system" for physical AI systems – a software platform that connects real-world peripherals (sensors, actuators) to AI and software with minimal infrastructure overhead.

In practice, make87 provides a unified environment to deploy, manage, and scale AI-driven systems on physical hardware without requiring teams to build custom IoT/robotics infrastructure. The platform standardizes the low-level aspects (deployment, networking, interfaces) for multi-modal AI applications so that developers can focus purely on application logic.

Key Benefits

  • Portable across edge, cloud, and custom hardware – run on any 64‑bit Linux system without vendor lock‑in
  • Protocol & language‑agnostic – use any stack (ROS2, HTTP, Zenoh, etc.) and write in any language
  • Zero‑config secure networking – distributed apps auto‑connect via encrypted overlay networks
  • Effortless fleet orchestration – scale from one to many devices without architectural changes

Core Concepts Overview

Term Description
System A logical graph that groups one or more Nodes and defines how their Applications interact
Node A physical or virtual Linux machine that runs the make87 agent and containerized Applications
Application A user‑authored container image (any language) that performs a specific task—sensor I/O, ML inference, business logic, etc.
Communication Direct peer‑to‑peer data exchange between Applications over the secure overlay network

Get Started in Minutes

Ready to try make87? Our quickstart guide walks you through deploying a complete AI system:

Get Started →


Questions? Check our FAQ or join the Community & Support channels.