Skills-based project staffing
The problem
Staffing happens by memory — whoever the manager remembers, not whoever fits best.
How VipraGo solves it
- The skill graph holds proficiency levels validated by managers and project history.
- The recommender scores candidates on skill × availability × cost, with explanations.
- Ask VipraBot: “find React developers free next sprint”.
The outcome
Projects staff on evidence; hidden expertise stops being hidden.