1
Consultation
We map your current process and find automation opportunities.
Services
Automation and AI/ML services for teams building complex products.
Embedded test automation, web automation, custom AI/ML systems, and engineering workflow consulting.
// Delivery flow
How it works
2
Solution design
We design a custom automation tailored to your workflow.
3
Implementation
We build, integrate, and test in your environment.
4
Support
Ongoing monitoring and maintenance keep it running smoothly.
Our service work is intentionally practical: reliable automation, clear evidence, usable tools, and systems that engineering teams can maintain.
HW
Hardware · Devices · HIL
Embedded Test Automation
Automation for embedded systems, devices, hardware-integrated workflows, smoke testing, and validation evidence.
Open service page →We build automation around real devices and real constraints. The goal is not just to run tests, but to create evidence, stability, and confidence in systems that interact with hardware.
PythonRobot FrameworkHILDevice controlSmoke testsReporting
WEB
Web · API · CI
Web Test Automation
Reliable automation for web applications, APIs, dashboards, and internal platforms.
Open service page →We create web automation that is useful to engineering teams, not just impressive in a demo. The focus is maintainability, useful reporting, and CI behavior.
PlaywrightPythonAPIsCI/CDDashboardsReporting
AI
AI · Data · Workflows
Custom AI & ML Solutions
Practical AI/ML systems for analysis, automation, review support, and intelligent engineering systems.
Open service page →We focus on AI and ML systems that help with real work: analysis, review support, workflow automation, structured decisions, and internal tools grounded in your own data.
RAGAgentsMLData analysisInternal toolsReviews