Industry context: For AI and ML practitioners, airline customer-facing chatbots highlight recurring deployment tradeoffs between convenience and reliability. Head for Points reports that airlines are experimenting with generative-AI chat interfaces even as core operational ML quietly improves on-time performance. According to Head for Points, British Airways has invested over £100 million in AI forecasting tools, and Virgin Atlantic launched its Concierge chatbot with London-based Tomoro AI in December 2025 (Head for Points). The BBC and CBC document a legal precedent: a British Columbia tribunal ordered Air Canada to pay about $812 after a chatbot gave incorrect booking advice (BBC; CBC). Head for Points' hands-on testing concludes chatbots remain a poor booking UX compared with airline websites. Editorial analysis: practitioners should weigh error modes, verification, and liability exposure when productionising chat interfaces.
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