Go Agile. Try it in small incremental steps.
I would at least give it a chance for initial prototype by making a quick smoke suite out of it and see from there how it goes and will take further incremental steps as per the outcome.
Mine Rule of thumb is:
1). Always maintain quick feedback loop in experiments.
2).And do a lot of them..:) that's how we learn..