AI & Automation
AI fails when it stays in a demo and never enters the workflow that produces the work.
What problem exists?
The useful question is not 'can we use a model?' It is 'which operational step becomes better, safer or faster?'
What do I build?
LLM-powered agents, automated quality systems and visual defect detection embedded into operational workflows and CI/CD.
Why domain knowledge matters
Automation without ownership of the surrounding process creates a new dashboard nobody checks. Domain knowledge chooses the step worth automating.
Relevant Work
Projects in AI & Automation
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