Challenges of GenAI in hospitality and tourism
| Challenges/Barriers | Frequency (number of mentions) | Topics addressed | Sample focus |
|---|---|---|---|
| Misinformation and accuracy issues | 27 | Inaccurate or misleading info, hallucinations, poor info quality, trust/credibility issues | Customer |
| Ethical and bias concerns | 21 | Algorithmic bias, fairness, ethical use, discrimination, bias in training data | Both |
| Privacy and data security concerns | 21 | Data misuse, privacy risk, security, data leaks, compliance, user trust | Both |
| Loss of human touch / decline in service quality | 16 | Loss of human interaction, dehumanization, lack of empathy, cold/impersonal experience | Customer |
| Job displacement and workforce implications | 15 | Employee resistance, job insecurity, job loss, negative morale | Employee |
| Trust and acceptance issues | 15 | Trust barriers, skepticism, transparency, user resistance | Customer |
| Implementation/integration complexity | 13 | High cost, staff training, system integration, infrastructure, technical challenges | Both |
| Usability and value barriers | 12 | Difficult to use, not user-friendly, high cognitive effort, low perceived value | Customer |
| Transparency and accountability | 10 | Black-box decisions, lack of clarity, accountability gaps | Both |
| Lack of creativity/authenticity | 9 | Generic content, lack of originality, poor cultural nuance, homogenization | Customer |
| Over-reliance on AI/technology | 8 | Overdependence, decline in human skills, loss of creativity | Both |
| Cost trade-offs/financial barriers | 7 | High implementation or operating costs, esp. for SMEs | Employee |
| Limited complexity/realism of AI outputs | 7 | Cannot handle complex tasks, lacks emotional depth, limited realism | Customer |
| Bias in representation / cultural insensitivity | 7 | Cultural nuances missed, local culture not captured, marginalization | Customer |
| Need for skill development/training | 6 | Staff upskilling, need for new skills, training required | Employee |
| User accessibility and digital divide | 5 | Tech literacy, limited access, generational resistance | Customer |
| Legal, regulatory and policy challenges | 4 | Regulatory needs, compliance, legal issues | Employee |
| Negative brand/perception impacts | 4 | Lower brand authenticity/image, automation aversion, psychological distance | Customer |
| SME-specific limitations | 2 | Small business resource constraints, ESG compliance | Employee |
| Environmental and social risks | 1 | Sustainability, increased inequality, job instability | Employee |
| Challenges/Barriers | Frequency (number of mentions) | Topics addressed | Sample focus |
|---|---|---|---|
| Misinformation and accuracy issues | 27 | Inaccurate or misleading info, hallucinations, poor info quality, trust/credibility issues | Customer |
| Ethical and bias concerns | 21 | Algorithmic bias, fairness, ethical use, discrimination, bias in training data | Both |
| Privacy and data security concerns | 21 | Data misuse, privacy risk, security, data leaks, compliance, user trust | Both |
| Loss of human touch / decline in service quality | 16 | Loss of human interaction, dehumanization, lack of empathy, cold/impersonal experience | Customer |
| Job displacement and workforce implications | 15 | Employee resistance, job insecurity, job loss, negative morale | Employee |
| Trust and acceptance issues | 15 | Trust barriers, skepticism, transparency, user resistance | Customer |
| Implementation/integration complexity | 13 | High cost, staff training, system integration, infrastructure, technical challenges | Both |
| Usability and value barriers | 12 | Difficult to use, not user-friendly, high cognitive effort, low perceived value | Customer |
| Transparency and accountability | 10 | Black-box decisions, lack of clarity, accountability gaps | Both |
| Lack of creativity/authenticity | 9 | Generic content, lack of originality, poor cultural nuance, homogenization | Customer |
| Over-reliance on AI/technology | 8 | Overdependence, decline in human skills, loss of creativity | Both |
| Cost trade-offs/financial barriers | 7 | High implementation or operating costs, esp. for SMEs | Employee |
| Limited complexity/realism of | 7 | Cannot handle complex tasks, lacks emotional depth, limited realism | Customer |
| Bias in representation / cultural insensitivity | 7 | Cultural nuances missed, local culture not captured, marginalization | Customer |
| Need for skill development/training | 6 | Staff upskilling, need for new skills, training required | Employee |
| User accessibility and digital divide | 5 | Tech literacy, limited access, generational resistance | Customer |
| Legal, regulatory and policy challenges | 4 | Regulatory needs, compliance, legal issues | Employee |
| Negative brand/perception impacts | 4 | Lower brand authenticity/image, automation aversion, psychological distance | Customer |
| SME-specific limitations | 2 | Small business resource constraints, | Employee |
| Environmental and social risks | 1 | Sustainability, increased inequality, job instability | Employee |
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