Gen‑AI joins contact centers
Generative AI tools are being used to summarize customer calls, suggest agent responses and flag training gaps—promising faster notes and clearer coaching for frontline service teams. But analysts warn many Gen‑AI pilots fail without focused use cases; tools that don’t match real workflows can slow agents instead of helping them. (blog.indosoft.com, allwork.space)
A Gartner-linked survey found 85% of customer-service leaders planned to explore or pilot conversational generative AI in 2025. (cxnetwork.com) NICE says its Enlighten platform now evaluates about 100 million customer interactions per month and reported roughly 300% year‑over‑year growth in Enlighten deals in 2023. (businesswire.com) NICE also cites customer results—about a 30% reduction in handle time, 36% uplift in sales and 29% lower agent attrition for organizations using CX AI—figures vendors use to justify agent copilots. (nice.com) Major CCaaS vendors pushed agentic and generative features in 2024–25: Five9 announced AI Agents plus trust-and-governance tooling at CCW 2025, and Genesys rolled out Genesys Cloud AI Studio and agentic capabilities during 2025 product releases. (businesswire.com) Analysts warn many pilots stall or are abandoned: Gartner predicts at least 30% of GenAI projects will be abandoned after proof‑of‑concept by the end of 2025 because of poor data quality, weak risk controls, rising costs or unclear business value. (gartner.com) Industry research echoes that scale is rare—CIO reported about 88% of AI pilots fail to reach production, while other analyst compilations put successful pilot-to-production conversion in the low teens (often <15%). (cio.com) Diagnostics from vendors and analysts point to specific failure modes: unclear KPIs, siloed or low‑quality data, late governance, and AI assistants that don’t match agent workflows—conditions that can slow wrap‑up times and force frontline workarounds instead of speeding service. (callcentrehelper.com) Agent-focused research shows acceptance rises when AI delivers accurate, real‑time coaching, reliable summarization and surfaced knowledge; at the same time Calabrio’s State of the Contact Center 2025 reports 61% of centers are handling more emotionally charged interactions, increasing the stakes for trustworthy agent aids. (cresta.com)
