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Engineering expertise for

real-time & safety-critical systems

Work with Apex.AI to architect, optimize, and certify your embedded software systems—whether you're building with Apex.OS or not.

Trusted by Tier-1s and OEMs across automotive, industrial, and robotics sectors.

Over two decades of experience in embedded systems, safety standards, and real-time performance.

Certified DNA – deep knowledge of ISO 26262, DO-178C, ISO 21434 and IEC 61508 standards.

Migrate from ROS 1 to a Production-Ready Future

ROS 1 has reached end-of-life. For teams still building on ROS 1—or struggling to stabilize ROS 2 deployments—Apex.AI offers expert transition services to ensure your system is ready for production.

Whether you're migrating to ROS 2, looking to enhance ROS 2 with safety-critical performance, or need to debug middleware-related issues, Apex.AI helps you move from prototyping to deployment with confidence.

Let our experts work directly with your software architecture to ensure system-level reliability, safety, and performance in production environments.

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"MOIA's journey to redefine mobility was marked by unprecedented challenges. With Apex.AI by our side, we met these challenges head-on and exceeded our own expectations. Together, we've set a new standard for the industry."

Dr. Ralf Sigmund, CTO at MOIA

Our expertise

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Architecture & Design
Modular and scalable system architecture tailored to your needs:

  • ​​​​Design for mixed-criticality and safety compliance

  • Middleware evaluation (DDS, SOME/IP, MQTT, CAN, etc.)

  • Hardware-software co-design and RTOS selection

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Middleware Integration & Communication

Seamless data flow across your system:

  • DDS, SOME/IP, CAN, MQTT gateway design

  • Distributed communication frameworks

  • Real-time tuning and bandwidth optimization

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Safety Engineering & Certification

Achieve your safety goals efficiently:

  • Support across ISO 26262, DO-178C, ISO 25119, and IEC 61508

  • Safety case creation, documentation, and audits

  • SEooC integration strategies and tool qualification

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Custom Embedded Software

From kernel-level drivers to high-performance algorithms:

  • Real-time C++ on RTOS/POSIX/Linux

  • Driver development for ARM, NVIDIA, Intel

  • Performance tuning and CI/CD integration

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ROS Migration and Stabilization Services

From legacy ROS 1 codebases to safety-certified ROS 2 deployments:

  • Full-system migration from ROS 1 to ROS 2 or Apex.OS (Apex.Grace + Apex.Ida)

  • Performance optimization for existing ROS 2 systems: resolve message latency, reduce CPU usage, tune QoS

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What we deliver

End-to-End Integration –

From prototype to production

Time-to-Market Acceleration – Avoid costly delays with proven design patterns

Repeatable Quality – We build with portability, determinism, and maintainability in mind

Core services

Technical Assessment
Uncover system gaps, bottlenecks, and opportunities with a focused evaluation tailored to your embedded or cloud architecture.

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Strategy & Architecture Definition

We co-develop a clear roadmap aligned with your technical goals—balancing speed, scalability, and long-term viability.​

Embedded Software Development

We implement reliable embedded systems optimized for performance and safety.​

Cloud Software Development

We design and implement cloud-native services that extend the intelligence, observability, and scalability of your systems.

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CI/CD Pipeline Implementation

We build or optimize continuous integration and deployment pipelines to support frequent, reliable releases with minimal downtime.

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Ready to elevate your system architecture or certification path?

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