I call this an innovation pipeline. Here is the vision.
• It starts with small innovation projects across the organization.
• Most fail fast.
• • make it into a first stage integration lab,
• where more fail fast.
• Survivors go to a QA lab,
• where testing teams find and fix integration problems.
• Then they go to a pre-production lab,
• where testing teams use realistic synthetic workloads to find and fix scale problems.
• And eventually into production,
• all on a predictable schedule.