The performance review has been under construction for the past few years. Many companies, from Adobe Systems to Goldman Sachs, have ditched much-hated annual rankings in exchange for mushier, more constant feedback.

Dozens of online performance review programs are helping companies "fix" the process. And when those don't suffice, such organisations as General Electric create home-brewed systems.