The live operational visibility and the continuous improvement loop. On any given day we can see 24 of our 27 agents active, resolving over 12,800 conversations in a 24-hour window at 94.3 % fully automated, with average CSAT at 4.8 and handle time down to 42 seconds. The voice agents in particular (Billing and Tech Support) consistently hit 96 %+ resolution with near-human quality. Being able to set a KPI and watch the system iterate toward it without constant manual tuning is the biggest differentiator. Review collected by and hosted on G2.com.
Initial mapping of some of our more specialized capital-markets workflows and audit/compliance requirements took extra configuration effort. Once live the platform has been stable and the agents continue to improve, but the early setup phase for regulated-data access and custom reporting fields required more back-and-forth than a simpler use case would. Advanced attribution of conversations by specific product line could also be richer out of the box. Review collected by and hosted on G2.com.