Embedding intelligence in vehicles

We assemble elite embedded software teams to deliver everything from MCU integrations to edge AI systems that operate reliably on-road and digitally, supported by 100,000+ domain experts.



Hashlist sits at the intersection of autonomy, physical AI, and a global network of domain experts.




We help high-performing engineering teams execute critical integrations and large-scale programs by delivering expertise across vehicles, safety-critical systems and autonomy.




Our work is supported by the Hashlist platform, where we curate and deploy vetted teams from our 100,000+ profile strong domain expert network.


We are headquartered in Helsinki, Finland, and operate across 30+ global hubs

From silicon to vehicle — Our core services

MCU & SoC integration support

Building everything from PoCs to production-grade integrations.

  • OS + middleware integration
  • RTOS selection & integration (Zephyr, FreeRTOS, ThreadX)
  • Drivers & board support packages
  • Production-ready embedded platforms

Real-time & safety-critical systems

Integrating advanced capabilities into constrained, safety-critical environments.

  • Classic & Adaptive AUTOSAR
  • OpenBSW integration
  • Functional safety (ISO 26262)
  • Sensor & actuator integration

Edge AI & physical intelligence

Deploying intelligence into constrained, real-world systems that sense, decide, and act.

  • Model → system integration
  • Edge inference under constraints
  • Sensor fusion
  • Performance optimization

System reliability under real conditions

Building stable software foundations that behave predictably under real workloads.

  • Power management
  • Thermal profiling
  • Long-term stability

Validation and production readiness

Validation and production support for safety-critical embedded systems.

  • CI/CD for embedded
  • HIL/SIL testing
  • OTA update pipelines
  • Production certification support

The self-service frontend platform - Built for rapid deployment

Launch requests through the Hashlist platform and deploy experts & teams from our curated network of 100,000+ highly specialized embedded profiles.

How it works

"Hashlist has enabled us to deploy the right engineers across our projects. We've also seen high levels of execution from the contractors we engage."

VP of Engineering
Leading Tier 1 automotive supplier

About

We help deliver critical engineering across intelligent vehicles by building a frontend to access the world's leading experts in the field.

About Us

Careers

Whether your specialty lies in autonomy, complex safety-critical systems, or physical AI solutions, we are interested in getting to know you.

Join Us

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Start assembling world-class teams today.

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