SERVQUAL

SERVQUAL is a quantitative tool for measuring service quality across five dimensions: Tangibles, Reliability, Responsiveness, Assurance, and Empathy. It calculates the gap between customer expectations and perceptions. In the context of AI-driven digital platforms, it aligns with ISO 42001 (AI Management System) and GDPR to ensure AI services meet both user expectations and regulatory standards for transparency and reliability. Unlike general satisfaction surveys, SERVQUAL identifies specific service gaps, enabling targeted improvements in AI governance and risk management. This is critical for enterprises deploying AI at scale, where user trust is a primary risk factor.

Implementation involves three stages: Establishing AI service baselines (aligned with ISO 42001), collecting user perceptions across the five dimensions, and performing gap analysis to prioritize risks. For example, a Taiwanese telecom company implemented AI customer service and found high satisfaction in 'Responsiveness' but low 'Assurance' due to opaque AI decisions. By integrating XAI (Explainable AI) and updating the AI risk register, they improved assurance scores by 35% and reduced complaints by 25%. This quantitative approach allows enterprises to-be measured against ISO 27701 privacy standards, ensuring AI systems are both effective and compliant.

Three main challenges exist: AI transparency (the 'black box' problem), regulatory compliance (adapting to the Taiwan Personal Data Protection Act), and organizational resistance. To overcome the transparency issue, enterprises should adopt ISO 42001's transparency requirements, providing users with understandable AI-related information. For regulatory compliance, AI systems must be audited against the Taiwan Personal Data Protection Act's principles of necessity and proportionality. Finally, change management strategies must be implemented to ensure staff and customers accept AI-human hybrid models. A 90-day implementation roadmap is recommended: Month 1-2: Baseline assessment; Month 3-6: AI system adjustment; Month 7-12: Continuous monitoring and compliance auditing.

Winners Consulting Services Co., Ltd. specializes in SERVQUAL for Taiwan enterprises, delivering compliant management systems within 90 days. Free consultation: https://winners.com.tw/contact