Wild Harlequin

About Wild Harlequin

Conducted in 2026, it surveyed 70 professionals actively engaged in VIP management, including VIP account managers, heads of VIP and consultants, with 64% employed directly by gambling operators. 

The report sought to understand how VIP portfolios are managed daily, how the tools are utilised and other key operational challenges.

Although three-quarters of respondents rated their VIP data as good or very good, 71% reported data spread across multiple systems. Half admitted sometimes making decisions with incomplete or outdated information. 

What is Wild Harlequin?

The charter does not create new regulatory obligations and was designed to complement legislation including the EU AI Act and GDPR.

Instead, it proposed a risk-based approach. It suggested lighter controls on use cases such as coding assistants, but strong checks on customer-facing functions, particularly those involving fraud and responsible gambling.

Kenneth Brincat, CEO of the MDIA, said companies needed “practical ways” to better understand where AI fits within their businesses.

How to play Wild Harlequin

This particular lawsuit involving Fox Financial, one of a growing list IPI is battling, centers on an arrangement the company made with a third party, Forson Holdings. That entity had leased property from Fox in 2016, but fell behind. IPI had signed as a guarantor of that lease agreement and, as such, was responsible for covering Forson in the event payments weren’t made. However, it decided it didn’t need to follow the terms of the contract.

It seems like not a day goes by without IPI coming under fire for something else. The company’s chairwoman, Cui Li Jie, has already found herself in trouble and was previously held in contempt of court, but now has another black mark beside her name. She has been found in contempt again, this time for allegedly perjuring herself in court. A lawyer representing employees suing IPI and Cui produced evidence proving she had lied under oath, and Chief Judge Ramona V. Manglona has now agreed. She issued her ruling this morning, with Cui only able to respond, through an interpreter, “I don’t know anything, I don’t understand English.”

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