New York gambling regulators have advanced two proposals that would restrict AI-driven betting promotions and require mobile sportsbooks to identify and intervene when customers show signs of potentially harmful gambling.

The New York State Gaming Commission unanimously advanced the proposals on October 9, 2026. They will undergo a 60-day public comment period before regulators decide whether to adopt them.

The proposed changes could significantly affect how sportsbook apps use customer data, personalize promotions and monitor gambling behavior.

AI Promotions Could Face New Restrictions

Under the first proposal, licensed gambling businesses would be prohibited from using artificial intelligence, machine learning and similar automated systems to personalize promotions or recommend wagers when the purpose or foreseeable effect is to increase gambling activity or revenue.

The restrictions would cover customized bonuses, betting suggestions, promotional messages and other offers based on individual customer data.

Importantly, the proposal extends beyond mobile sportsbooks to other licensed gambling businesses, including casinos and certain racing operators.

AI systems used for fraud prevention, age verification and responsible gambling interventions would remain permitted.

The distinction is significant for gambling app developers. New York is not proposing to ban AI from gambling platforms. It is seeking to restrict AI that encourages additional spending while allowing technology designed to protect customers.

Betting Apps Would Have to Identify At-Risk Players

The second proposal would require mobile sportsbook operators to appoint a dedicated responsible gambling lead and review customers when they meet specified risk indicators.

Proposed triggers include depositing more than $10,000 within 24 hours, exceeding $100,000 in deposits over 90 days or wagering more than $1 million within the same period.

Other warning signs would include repeated visits to self-exclusion pages, unusual changes in gambling activity, and certain withdrawal or payment behaviors.

Players identified as at risk could face escalating interventions, beginning with responsible gambling information and potentially progressing to direct contact and account restrictions.

The proposed rules would also limit the ability to cancel pending withdrawals, addressing concerns that players may reverse withdrawals and continue gambling.

What This Means for Casinos and Sportsbooks?

The proposals follow increasing scrutiny of how gambling platforms use customer data.

Recent investigations by The New York Times and ProPublica raised questions about personalized betting incentives and the effectiveness of existing safeguards for potentially vulnerable customers.

If adopted, New York's rules could force operators to review their promotional algorithms, customer segmentation systems, account monitoring, and responsible gambling procedures.

The wider implications could extend beyond New York. Other US regulators are also examining the relationship between automated personalization and gambling harm.

For 2027, the key question is whether gambling apps will be permitted to use AI to increase customer engagement while simultaneously being required to detect and prevent excessive gambling.

New York's proposals suggest that the purpose of an algorithm, not simply the technology behind it, could become a central regulatory issue.

Sources Used

1. New York State Gaming Commission. (2026, March 25). Potential rulemaking for responsible gaming (9 NYCRR Part 5404). Official commission document.

2. Pearson, J. (2026, October 9). New York plans stronger sports betting regulation to curb gambling addiction. ProPublica. Read investigation.

3. MacDougall, A. (2026, October 14). NY Gaming Commission proposes new regulations for mobile betting. Times Union. Read reporting.