Observed Signal · Sep 8, 2023 · Analysis · Source: CMSWire · Impact: 2/5 · Sentiment: Neutral
AI Revitalizes Voice of the Customer in Decision Making
This editorial from CMSWire explores how artificial intelligence is revitalizing Voice of the Customer (VoC) programs by automating data collection and analysis, enabling real-time, actionable insights. Key AI applications include natural language processing (NLP) to interpret customer feedback across channels, speech analytics for call center interactions, and predictive analytics to forecast trends and personalize offerings. While AI offers efficiency gains and deeper customer understanding, the article also highlights ethical concerns such as embedded bias and potential job displacement, emphasizing the need for transparency and accountability in AI-driven VoC processes.
Editorial analysis on AI's role in VoC, relevant to CX/MarTech but not a major industry event.
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Key Takeaways & Evidence Grounding
- AI automates VoC data collection and analysis, freeing up teams for strategic tasks.
- NLP interprets customer feedback from social media, chat, and email.
- Speech analytics in call centers uses NLP and machine learning to analyze spoken language and trigger real-time actions.
- Predictive analytics helps forecast trends and personalize offerings without crossing into 'creepy' data territory.
- Ethical concerns include embedded bias and potential job displacement.
Connected Companies & Entities
1 Entity mapped“companies like Starbucks have used NLP to analyze social media conversations and extract insights about customer sentiment, which has helped...”
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