THE PLATFORM
THE ORCHESTRATION PLATFORM FOR PHYSICAL AGENTIC AI.
Visually build the missing layer between perception and action, deploy as C code, coordinate across your edge infrastructure — regardless of hardware platform, no cloud dependency.
THE PROBLEM
WHAT HAPPENS WITHOUT FORESTHUB?
Developing Edge AI without proper tooling means fighting the same battles over and over - wasting time, budget, and talent.
Manual C Without Tooling
Writing embedded AI code from scratch is slow, error-prone, and requires rare specialized talent. Every project starts at zero.
Vendor Lock-In
Proprietary SDKs and toolchains tie you to one vendor. Switching hardware means rewriting everything from the ground up.
No Visual Debugging
Understanding what your edge AI model does on-device is nearly impossible without visual tools. Debugging happens blind.
Cloud Dependency
Most AI platforms assume always-on connectivity. On MCUs with intermittent or no network, these solutions simply don't work.
GDPR & Privacy Risks
Sending sensor data to the cloud creates compliance nightmares. GDPR, data residency, and security concerns multiply with every deployment.
Long Development Cycles
From concept to deployed firmware takes months. Without proper tooling, iteration speed is painfully slow.
FEATURE 01
VISUAL BUILDER.
Build complex AI workflows with an intuitive drag-and-drop interface. No programming knowledge required for visual prototyping - ForestHub's No-Code & Low-Code approach makes sophisticated AI pipelines accessible to engineers and domain experts alike.
The visual canvas lets you design, connect, and configure AI logic blocks without writing a single line of code. From sensor input to inference output, every step is visible and configurable.
Complex doesn't have to mean complicated. The Visual Builder turns intricate embedded AI logic into clear, manageable workflows that your entire team can understand and iterate on.
FEATURE 02
AUTOMATIC CODE GENERATION.
ForestHub generates standard-conformant, portable C code that compiles with any common toolchain. No vendor lock-in on the code level - the output is yours to use, audit, and extend.
The generated code runs natively on your hardware with zero runtime overhead. No interpreter, no virtual machine, no cloud dependency. Compact, efficient C code optimized for resource-constrained microcontrollers.
Every line of generated code is human-readable and well-documented. Your engineering team retains full control and can review, modify, or integrate the output into existing codebases.
FEATURE 03
AGENT TESTING & VALIDATION.
Agentic systems must be provably reliable. ForestHub lets you simulate and validate agent behavior before it ships to hardware — the critical step from tech demo to engineering product.
Define expected inputs and outputs, test against edge cases, and ensure your agent makes correct decisions under real-world conditions. Scenario-based testing makes agentic logic auditable.
Industrial customers need proof that agentic systems are at least as reliable as hardcoded logic. ForestHub delivers that proof — with validation reports that give engineering teams and decision-makers confidence.
DATA PROTECTION
YOUR DATA STAYS ON YOUR DEVICE.
No cloud. No compromise.
ForestHub follows an edge-first architecture. AI inference runs directly on your hardware, which means sensitive data never leaves your device. No cloud uploads, no third-party processing, no data exposure.
For industries with strict data protection requirements - from manufacturing to healthcare - this means GDPR/DSGVO compliance by design. Full control over your data, at all times.
Edge-First Architecture
All AI processing happens on-device. Your data stays where it belongs - on your hardware, under your control.
No Cloud Dependency
The platform generates code that runs independently. No internet connection required for inference, no recurring cloud costs.
GDPR-Compliant by Design
When data never leaves the device, compliance is built in. Ideal for regulated industries and air-gapped environments.
Compliance
BUILT FOR EU COMPLIANCE.
European regulations demand more from AI systems than ever before. ForestHub meets them by architecture — not by afterthought.
EU AI Act
Risk classification, documentation, and human oversight built in from day one. Full traceability for high-risk AI system obligations.
Cyber Resilience Act
Secure-by-design updates, SBOM support, and vulnerability management. CRA-ready for connected products out of the box.
GDPR / DSGVO
All processing on-device. No personal or operational data leaves your hardware. GDPR compliance by design — not by policy.
RED & CE Marking
Edge deployment on certified hardware ensures compliance with the Radio Equipment Directive and CE marking requirements for connected devices.
PORTABILITY
BUILD ONCE, DEPLOY EVERYWHERE.
ForestHub supports popular microcontroller platforms with a hardware abstraction layer that keeps your workflows portable. Write your logic once, deploy it across different target hardware without rewriting.
The generated code is standard-conformant and compiles with any common toolchain. You own it, it runs independently of ForestHub, and it ports to the hardware of your choice — no vendor lock-in.
Portable Code
Standard-conformant C code that compiles across popular microcontroller platforms without modification.
No Vendor Lock-In
Switch hardware platforms freely. Your workflows and generated code remain fully portable.
Hardware Abstraction
A clean abstraction layer handles hardware specifics, so your AI logic stays platform-independent.
THE MARKET TODAY
WHAT THE MARKET CURRENTLY OFFERS.
Existing solutions fall short for teams building real Edge AI on microcontrollers.
Cloud-First Solutions
Most AI platforms are designed for cloud inference. Edge deployment is an afterthought, not a core feature. MCUs are barely supported.
Expensive & Enterprise-Only
Enterprise-grade Edge AI tools come with six-figure price tags and require dedicated teams to operate. Not built for agile teams.
Ecosystem Lock-In
Vendor-specific tools generate proprietary code that only runs on their hardware. Your investment is trapped in one ecosystem.
Not Edge-Native
Tools built for GPUs and cloud servers don't translate to kilobyte-constrained MCUs with strict real-time requirements.
ForestHub is different. Edge-native. Orchestration platform. Portable C code. No vendor lock-in. Privacy by design.
USE CASES
WHAT YOU CAN BUILD WITH FORESTHUB.
From industrial diagnostics to environmental sensing - ForestHub enables Edge AI for a wide range of applications.
Intelligent Service Technician
AI-powered on-device diagnostics for industrial equipment. Real-time fault detection and guided troubleshooting without cloud dependency.
Building Automation
Local AI for HVAC, lighting, and energy management. Process sensor data on-device for real-time building control.
Predictive Maintenance
Detect anomalies and predict failures before they happen. Vibration and temperature analysis running directly on edge hardware.
Autonomous Sensing
Intelligent data filtering at the sensor node. Drastically reduced data transmission through on-device classification and event detection.
And Much More...
Quality inspection, fleet monitoring, environmental sensing, wearable AI - the platform adapts to your specific Edge AI challenge.
FAQ
FREQUENTLY ASKED QUESTIONS.
The ForestHub Orchestration Platform launched on March 13, 2026. Register for free at app.foresthub.ai — no credit card required.
The Extended Survey helps us understand your use case, hardware requirements, and experience level. Completing it helps us tailor the platform to real-world needs and prioritize the features that matter most to you.
ForestHub is free to get started. No credit card required, no hidden costs. We offer tiered pricing plans for teams and advanced features — check app.foresthub.ai for current details.
ForestHub generates standard-conformant C code that targets popular microcontroller platforms. Deploy via PlatformIO — specific board support packages are added based on community feedback.
Yes. ForestHub is a No-Code & Low-Code platform. You can build entirely visually with the No-Code builder, or inject your own C code at any point for full control. Both approaches generate the same portable, standard-conformant output.
ForestHub offers a free tier to get started, with Pro and Team plans for advanced features and collaboration. Your data and workflows are fully portable — you always own your generated code.
READY TO BUILD THE FUTURE?
The ForestHub Platform is live. Register now and start building Edge AI agents on your hardware.
Open Platform