Local AI & autonomous workflows
Frontier models offer speed but diminish your control: rate limits, pricing changes and export restrictions lie beyond your influence. For autonomous workflows that run unattended (regression analysis, test generation, migrations), local, open-weight models are superior. QA Company argues: use frontier models interactively where their advantage truly matters, run autonomous work on local hardware for complete independence. This distinction determines where you genuinely retain control.