Physical AI Integrations, Models & Evals

We provide highly specialised integration services, and model evals for global OEMs. Supported by 100,000+ domain experts.

For decades, vehicles and robots were mechanical products.

Today, they run on chips, software & AI.

The bottleneck is integration.

Hashlist is a leading integrator for physical AI, vehicle platforms, and safety critical systems.

We build machines from the future & the models that power them.

Our work is supported by AI-native development tools and a service delivery network of 100,000+ integration experts for an incredible speed of execution.

We operate globally operate across 30+ global hubs with offices in San Francisco, Detroit, and Helsinki.

From Silicon to Deployment - Our Core Services

00 - Models

Frontier model evals and benchmarking for complex OEM development toolchains

  • Frontier Model Evals
  • Custom SFT (Supervised Fine-Tuning)
  • Post-training data & RL environments

01 - Silicon

The deepest layer. Build everything from PoCs to production-grade integrations.

  • MCU & SoC integration
  • RTOS selection & integration (Zephyr, FreeRTOS, ThreadX)
  • Drivers & board support packages
  • Power & thermal profiling
  • Production-ready embedded platforms

02 - Software

The platform layer. The OS, middleware, and standards-based frameworks that turn silicon into a software-defined vehicle.

  • Classic & Adaptive AUTOSAR
  • OpenBSW & middleware integration
  • SDV architecture & zonal compute
  • OS integration

03 - Autonomy

The intelligence layer. Edge AI and physical intelligence — models that sense, decide, and act inside real-time, resource-constrained systems.

  • Functional safety (ISO 26262)
  • Edge inference under constraints
  • Sensor fusion & sensor/actuator integration
  • Performance optimization

The Platform - Built for Rapid Deployment

Deploy services through the Hashlist platform. Supported by 100,000+ registered physical AI domain experts

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Hashlist Application | Hashlist

"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 Physical AI by building a frontend to access the world's leading experts in the field.

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

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