Deploy and scale AI-driven systems on your own hardware — without the complexity of infrastructure management.
Deploy AI systems without dealing with infrastructure complexity — iterate and scale in days, not months.
Run AI on your hardware — edge-only or with cloud integration. Supports industrial PCs, NVIDIA Jetsons, and more.
Connect sensors, AI models, and applications without rigid middleware or vendor lock-in.
Grow from prototypes to production without rebuilding infrastructure — scale across locations effortlessly.
Directly interact with system interfaces, ensuring flexibility in sensor and hardware choices.
Monitor, update, and optimize AI deployments across distributed locations from a single interface.
A System is a complete AI workflow—tying together nodes, applications, and data flows.
Connect sensor inputs, AI models, and processing logic, all within one platform.
Systems allow for end-to-end orchestration, so you don’t need to stitch together custom middleware.
Applications run AI inference, sensor processing, or business logic inside a system.
Use your own software or leverage prebuilt apps from the make87 marketplace.
Apps run on your hardware—from industrial PCs to Jetsons—with cloud-backed monitoring and updates.
Nodes represent physical compute units (Jetson, x86 PCs, ARM boards, Cloud Compute).
Each node runs applications locally while staying connected to the system.
Fully supports multi-node deployments—scale from a single device to a globally distributed fleet.
flat
Ideal for individuals exploring Physical AI systems.
Features
One User
Single System
System Templates
Up to 2 Self-Hosted Nodes per System
Simple System Logs
On-Node Live Development
Unlimited Public Applications
Access to Application marketplace
Community support access
per System per Month
For individuals wanting to take their systems to the next level.
Features
Everything in Free, with higher limits and more features!
Up to 5 Systems
Rich System Logs
Node Metrics
Node Web Terminal
Unlimited Private Applications
Access to Managed Nodes
Access to Blob Storage
Access to Database Storage
Included per system
500 MB File Storage
100 MB Database Storage
For teams scaling their AI systems and need for pro features.
Features
Everything in Builder, with higher limits and more features!
Collaborate with up to 5 Users
Simple User Access Control
Up to 25 Systems
Up to 5 Self-Hosted Nodes per System
Node SSH Tunnel (PPK)
Included per system
2 GB File Storage
500 MB Database Storage
For scaled deployments and advanced enterprise needs.
Features
Everything in Team, with higher limits and more features!
Unlimited Users
Advanced User Access Control
Enterprise User Management (incl. SSO)
Up to 100 Systems
Up to 10 Self-Hosted Nodes per System
Node SSH Tunnel (OIDC)
Integrate your own Managed Cloud
Priority email support
Included per system
10 GB File Storage
2 GB Database Storage
Physical AI deployment is fragmented, slow, and expensive — make87 solves this by providing a unified platform for building, deploying, and scaling.
AI deployment is fragmented — requiring custom infrastructure, manual integrations, and disconnected tools across cloud, edge, and hardware. This slows time-to-market and drives up costs.
make87 standardizes deployment, networking, and middleware for multi-modal AI, so teams can focus on their application instead of rebuilding infrastructure from scratch.
Companies developing AI-powered physical systems — from robotics to smart machines — who need to deploy, iterate, and scale without deep infrastructure engineering.
Yes. make87 is hardware-agnostic, supporting industrial PCs, NVIDIA Jetsons, ARM boards, and more — enabling operations across edge and cloud. Embedded device support is also on our roadmap.
make87 doesn’t impose restrictive sensor abstractions. Any sensor that your hardware supports can be integrated into your system. Some devices, like cameras, have built-in support for easier access, but you can connect and use any sensor —from industrial LiDAR to environmental monitors — without limitations.
Yes. make87 gives you full control over your code. You can build and deploy your own applications with minimal constraints — just integrate our lightweight SDKs to enable communication between applications.
Currently, we support Rust and Python, with C++ and JavaScript in development. Expanding to new languages is straightforward, so if your preferred language isn’t supported yet, let us know.
With one setup, you can deploy everywhere — edge, cloud, or hybrid. Deploy faster, manage remotely, and scale without re-engineering your system. Simply clone what you've built as many times as needed.
Most IoT platforms are built for simple device telemetry and rely on centralized cloud processing. make87 is designed for AI-driven systems that require real-time decision-making across distributed hardware. Instead of enforcing rigid data pipelines, it enables flexible multi-modal data flows between edge and cloud, allowing AI models and processing to run where they make the most sense.
Avoid months of infrastructure setup. Start with a scalable foundation that grows with your needs — from first prototype to full production deployments.
We work with those building the future of Physical AI.
If that’s you, let’s talk.