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AI & Automation

AI that works in the real world.

Test AI systems for reliability, performance, safety and real-world behavior. Build AI products with evaluation engineered in. Use automation to test everything else faster.

How we evaluate

Every answer scored. Every failure explained.

Thousands of test cases run against your system, scored automatically and reviewed by engineers. Results are versioned, so you can compare every model or prompt change.

Evaluation framework

Four dimensions of AI quality.

The same structure we use for networks and vehicles, applied to AI.

01

Reliability

Correct, consistent answers across intents, languages and versions.

02

Performance

Latency, throughput and cost under real traffic, in cloud or on device.

03

Safety

Resistance to jailbreaks, prompt injection, data leakage and harmful output.

04

Real-world behavior

Noisy inputs, edge cases and AI running inside cars, devices and networks.

AI inside our engineering

We use AI to test everything faster.

AI-assisted tooling is built into our telecom, automotive, software and fiber services.

Automated test rig running HMI regression
Automation

Automate the repeatable. Focus engineers on the new.

We build automation frameworks for software, APIs, HMI benches and field tools that run in your pipeline, so every release is tested the same way.

  • Test automation frameworks for web, mobile and embedded
  • CI/CD integration with reporting on every build
  • Camera and robot-based HMI automation
  • Automated field data collection and post-processing

Ready to put your AI to the test?

Share your model, product or automation goal. An engineer will propose an approach and timeline.