Building a lean, mean, BDD automation machine. The document discusses how a large hedge fund built an automated acceptance testing system called Safia out of necessity to reduce their crippling regression test burden. It describes how Safia uses archetypes and templates to automate tests at the server level via an API. It also provides real data showing how Safia helped reduce their regression testing time from over 100 man days to under 20 and increased the number of automated test suites from just a few to over 600. The system brought benefits like increased collaboration, reduced costs, and accelerated implementation and learning.