First quarter pro forma operating expenses increased 20% year-over-year, driven primarily by increased headcount added throughout last year, higher variable compensation, higher travel costs, and increased expenses associated with customer training.

Apr 18, 2023 / CFO / receipt, needs a key / Jamie Sumath, CFO | earnings call 2023-04-18 | transcript 58adf694-0808-4966-a1be-1dd05fadd2d4 | chars 16509-16758 | segment 16