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orchestrate

EDGE AI & AGENTS

ForestHub is the orchestration platform for Physical Agentic AI. Coordinate sensor input, reasoning, and actions across your entire edge infrastructure — regardless of hardware platform. No cloud dependency, no vendor lock-in.

USE CASES

AI THAT WORKS WHERE IT MATTERS.

Real-world Edge AI applications — from predictive maintenance to autonomous sensing. See how ForestHub turns embedded hardware into intelligent systems.

AI-Powered Diagnostics Right at the Machine

On-device agents for industrial diagnostics: ingest sensor data, analyze locally, identify root causes, deliver actionable instructions. No cloud round-trip, no latency.

Fault occurs
Agent analyzes
Targeted diagnosis
Guided resolution
Documentation
Intelligent Service Technician
Vibration0.8g
Temperature72°C
Pressure3.2bar
Anomaly detected at valve 3. Recommendation: Check seal.
100% Offline-capableGDPR-compliantOn-Device AI

Buildings That Think — Locally and in Real Time

Building technology OEMs and integrators use ForestHub to build AI-driven automation systems that optimize heating, ventilation, lighting, and energy consumption autonomously and locally — no cloud required, full data control.

Sensors capture
AI analyzes patterns
Systems adjust
Energy drops
Continuous learning
Building Automation
Office North21.3°C
Conference23.1°C
Lobby19.8°C
HVAC optimized — energy consumption reduced
No cloud requiredHVAC-optimizedReal-time control

Predict Failures Before They Happen

Machine builders and plant operators use ForestHub to deploy AI models directly on their equipment — detecting wear, anomalies, and imminent failures early, without sending sensor data to the cloud.

Capture sensor data
Detect anomalies
Wear prognosis
Plan maintenance
Avoid downtime
Predictive Maintenance HMI
Vibration (mm/s)
Anomaly detected
Maintenance recommended in 12 days
Edge-nativeReal-time anomaly detectionZero Data Leakage

Intelligent Sensors That Decide on Their Own

Sensor manufacturers and system integrators use ForestHub to equip their sensors with embedded AI — for classification, filtering, and decision-making right at the sensor, without transmitting data first.

Capture raw data
Preprocessing
AI classification
Forward events
Energy saved
Sensor Node
Incoming
Classification: Normal
Data reduction: >90%
Ultra-Low-PowerOn-Sensor AIMassive data reduction

Don't see your use case?

These are just four examples — the possibilities go far beyond. Tell us about your project and we'll figure out what's possible together.

Discuss your project
THE PLATFORM

ORCHESTRATE YOUR ENTIRE DEVELOPMENT PROCESS.

From visual workflow to deployed C-code on your microcontroller — ForestHub covers the full edge AI lifecycle.

Workflow Builder

Visual canvas for edge AI workflows.

Design the complete sense-reason-act loop with drag-and-drop. Connect sensors, processing nodes, and actuators into agent workflows — then compile to C-code with a single click.

Explore Workflow Builder →

C-Code Compiler

Coming soon

C-Code Compiler

Compiles visual workflows into deployable C-code.

Your workflow becomes production-ready C-code optimized for popular microcontroller platforms. Zero runtime overhead, deterministic execution, fully auditable output.

Explore Compiler →

Code Notes

Coming soon

Code Notes

Coming Soon

Upload custom C functions into your workflow.

Integrate your own sensor drivers, signal processing routines, or proprietary algorithms directly into the visual workflow. Code Notes bridges the gap between custom firmware and visual orchestration.

Device Registry

Coming soon

Device Registry

In Development

Monitor and manage deployed edge devices.

Track firmware versions, deployment status, and device health across your entire fleet. Roll out updates, manage configurations, and maintain full audit trail from one control plane.

Compliance

BUILT FOR EU COMPLIANCE.

European regulations demand more from AI systems than ever before. ForestHub meets them by architecture — not by afterthought.

Data Sovereignty

When AI runs on-device, compliance becomes a property of your architecture — not a policy you bolt on. ForestHub's edge-native approach means data never leaves your hardware. No cloud dependency, no third-party processing, no cross-border data flows. Where cloud-based AI platforms force you to patch around regulatory requirements, edge AI solves them structurally.

Zero cloud dependency — runs fully offline
No cross-border data transfers by design
Full control over what data leaves the device — if any

GDPR / DSGVO

All processing on-device. No personal or operational data leaves your hardware. GDPR compliance by design — not by policy.

On-device processing — no third-party processors
Works in air-gapped environments
Data minimization built into the architecture

Open-Core Model

Auditable, transparent, open-source core. Inspect every model, every decision path, every deployment. No black-box AI — full visibility into what runs on your hardware.

Full source code audit possible
Community-reviewed security
Self-hosted — no vendor lock-in

EU AI Act

Risk classification, documentation, and human oversight built in from day one. Full traceability for high-risk AI system obligations.

Automated risk classification support
Documentation generation for high-risk systems
Human-in-the-loop controls built in

Cyber Resilience Act

Secure-by-design updates, SBOM support, and vulnerability management. CRA-ready for connected products out of the box.

Signed OTA updates with rollback
Automated SBOM generation
Continuous vulnerability monitoring

Auditability & Traceability

Every AI decision path is visually defined in workflows, version-controlled, and reproducible. Audit-ready for EU AI Act compliance and enterprise governance.

Visual workflow audit trails
Git-native version control for AI pipelines
Reproducible decision paths for regulatory review
BETA IS LIVE

THE PLATFORM IS NOW LIVE.

The ForestHub Orchestration Platform Beta is live. Register free and start building Edge AI on microcontrollers — visually, without cloud dependency.

3 Months Pro Plan Free

Complete the extended survey and unlock a full Pro plan — on us.

Founding Tester Badge

Exclusive recognition as an early adopter in our community.

Priority Support

Direct line to our dev team for questions, bugs, and feature requests.

Learn more about the Beta Platform

Free — no credit card required.

EXPERIENCE THAT CREATES IMPACT.

Dr.-Ing. Marcus Rüb

After more than a decade in the embedded world, we've seen how much potential lies in data that's never used. Technical knowledge exists - in manuals, in minds, in systems. But it's not where it's needed: with the technician at the machine, with the customer with a question, with the developer with a problem. ForestHub builds the bridge. We make knowledge accessible, intelligent, and actionable - exactly where it creates value and not in the cloud.

Dr.-Ing. Marcus Rüb— CEO & Founder
Meet the team

Contact

DISCUSS PROJECT.

Sales & Partnerships

Our team supports you in evaluating ForestHub solutions for your organization. From initial idea to productive deployment.

Email

root@foresthub.ai

Headquarters

ForestHub GmbH
Schluchseestraße 25
78054 Villingen-Schwenningen
Germany

Let's Talk About Your Project

Whether you're exploring Edge AI for the first time or ready to deploy — we're here to help. Select a topic and tell us about your requirements.