Tugi Tark has released a 2026 whitepaper, The economics of AI-powered iGaming customer support, arguing that AI changes the unit economics of player support and can reduce costs compared with human-led operations.
The report cites “verified pricing” of EUR 0.15 per AI-handled ticket. It compares that with fully loaded employer costs for human support in Romania and Bulgaria of EUR 1.73 to EUR 1.88 per ticket. At a “realistic” 70% AI containment rate, the whitepaper claims a blended cost of about EUR 0.67 per ticket, which it describes as roughly a 64% reduction versus a human-only baseline of EUR 1.88.
Tugi Tark says its analysis draws on Eurostat 2024 labour cost data, published research on AI chatbot benchmarks, independent iGaming player behaviour research, and operational data from its own deployments. The company estimates operators can achieve a 55% to 75% reduction in total support expenditure, and argues AI can absorb volume spikes—such as during major sporting events—without additional hiring or training lag.
Harpo Lilja, founder and CEO of TUgi Tark, said: “In 2026, the ‘wait-and-see’ approach to AI is costing operators millions in unnecessary overhead. We aren’t just talking about chatbots; we’re talking about a fundamental shift in the unit economics of player retention.”
The whitepaper also frames customer support as a retention lever, stating that payment issues account for 52% of ticket volume and that slower response times drive churn. It claims a 0.5 percentage point churn reduction could retain an additional 500 players per month for a mid-sized operator, translating to €200,000 in annual revenue based on an assumed €400 Player Lifetime Value. Tugi Tark also claims AI agents average ~7 seconds for first response versus ~60 seconds for human agents, and outlines use cases across Responsible Gambling escalation, KYC/AML workflows, and GDPR-aligned data sovereignty.
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