It’s a categorically common problem across legal departments of all sizes: accurate categorization of legal spend.

Jeff Franke, chief of staff to the GC and senior director of global legal operations at Yahoo, provided a behind-the-scenes look at how his company’s multi-million-dollar legal department uses machine learning and artificial intelligence to achieve automatic application of the company’s billing guidelines and accurate benchmarking of Yahoo’s legal spend across law firms and regions.