Gaming Analytics at G2E 2026: Key Themes from Las Vegas 

Yuliia Borivets
Yuliia Borivets

Written by

,

Marketing Specialist

Published

5 min read

Topics:

Gaming Analytics

Self-Service Analytics Platform- Sales manager asking a question about product sales

Table of Contents

The Chata.ai team spent three days at The Venetian Expo in Las Vegas (September 28 to October 1) talking with casino operators, teams, suppliers and technology partners. Across the expo floor, the Business Solutions & Tech Lounge and a packed education program, there was a lot of conversations to follow. Here's what we heard, and what it means for gaming operators heading into 2027. 

G2E 2026 at a glance 

  • AI has to prove its value. The conversation moved from pilots and hype to readiness, governance and measurable results. 

  • Land-based and digital are converging. Operators want one view of the player across the casino floor and online. 

  • Loyalty is getting more strategic. The focus is shifting from rewarding players to understanding what drives them. 

  • Regulation is a moving target. Prediction markets, tribal data sovereignty and AI oversight dominated the policy track.

1. AI is moving from experiments to expectations 

A year ago, the question was whether gaming companies should use AI. At G2E 2026, the question was how to make it pay off. 

AI has moved from “an emerging novelty to operational necessity.”
— The State of AI in Gaming 2026, UNLV International Gaming Institute & KPMG

UNLV's International Gaming Institute and KPMG presented findings from the State of AI in Gaming 2026 report. It surveyed more than 80 operators and suppliers across land-based and online gaming, plus more than 100 regulators. The report introduced an AI Maturity Index covering strategy, infrastructure, expertise and governance. It also highlighted a gap between how fast the industry wants to move and how ready regulators are. 

The rest of the program built on that theme: 

  • From AI Fatigue to Enterprise Value tackled a familiar problem: lots of pilots and agents, but few trusted, measurable business outcomes. 

  • Workflows Before AI Bots argued that you have to understand how work flows through the business before automating it. 

  • Constrain the Objective looked at responsible agentic AI and where to draw the line. 

  • Other sessions covered AI in surveillance, sports-betting integrity, real-time deposit risk and tribal casino operations. 

Our take: operators aren't short on AI ideas. They're short on AI they can trust and on results they can show the board. The winners will tie AI directly to everyday decisions on the floor, in marketing and in finance.  

2. Few discussions around data

Data was rarely the headline, but it came up again and again:

  • Do You Trust Your Data? This roundtable, with Fullstory, Aristocrat, Station Casinos and Insight Global, covered data quality, disconnected systems and the need for a single source of truth.

  • From Casino Floor to Online Play (Environics Analytics and the Saskatchewan Indian Gaming Authority) used customer and market data to understand players across land-based and online channels.

  • Beyond the Click showed how digital behavior signals, like abandoned deposits, can grow player value while managing risk.

  • The Market of One, with Google’s Data and AI Lead, looked at personalization that moves from human hosts to AI agents.

  • Back-office sessions: Beyond the Cage covered analytics in revenue audit, and Rio Las Vegas shared how it unified HR, financials and payroll on one platform.

One Coffee & Conversations session in the Business Solutions & Tech Lounge said it plainly: "Do You Trust Your Data?" Before AI, automation or personalization can create value, organizations need data they can rely on. The discussion covered data quality, fragmented systems and building a single source of truth. 

Our take: People closest to the decision should be able to get trusted answers themselves in minutes. 

3. The line between the casino floor and online is disappearing 

The most interesting launch at G2E wasn't a game. It was the operating model behind the games. 

The signs were everywhere: land-based hits moving online, a major supplier entering live dealer, Class II gaming going mobile, sportsbooks borrowing casino mechanics, and platforms bundling content, payments, CRM and data. 

From Casino Floor to Online Play looked at how operators can use customer and market data to unlock growth across channels. Beyond the Click explored how every hesitation, abandoned deposit or confusing screen on a digital platform is a signal most operators only partly capture. 

Our take: the player doesn't think in channels, so the data shouldn't either. Operators who can connect visits on property with behaviour online and explore the data, will see the full player and their full value. 

4. Loyalty is shifting from rewards to understanding 

Loyalty came up across the program, and the message was consistent: rewards alone don't build loyalty. 

  • From First Play to VIP: Creating Loyalty That Lasts focused on the full player lifecycle, not just the top tier. 

  • What VIPs Actually Want From Your Platform and Beyond Bonuses looked at experiential rewards and personalization over blanket offers. 

  • Is Slot Free Play Really Free? showed that free play and player-club programs can open the door to fraud and abuse when no one is watching the data. 

  • The Evolving Casino Customer and Big Player Marketing on a Regional Budget explored new guest expectations and getting more from limited marketing spend. 

Our take: every one of these depends on the same thing, knowing what actually drives each player. Which offers lead to return visits? Where is free play leaking margin? Which segments are growing or slipping? Those are data questions, and the teams that can answer them quickly will get more from every marketing dollar. 

5. What else was on the agenda 

  • Prediction markets: the hottest policy topic of the week. Several sessions covered them, including A United Front: Confronting Prediction Markets with the American Gaming Association, UNITE HERE, the Mashantucket Pequot Tribal Nation and Congressman Steven Horsford. 

  • Tribal gaming: one of the largest tracks, with 11 sessions on modernizing operations, Class II self-regulation, and AI and tribal data sovereignty. 

  • Payments and cashless: sessions on adopting cashless gaming, identity in payments, and the future of regulated gaming's crypto options. 

  • Security and compliance: cybersecurity, vendor risk, anti-money laundering and modern financial crime were all on the program. 

  • Industry change: CEO outlooks, consolidation, capital markets and new markets in the UAE, Asia and Canada. 

What this means for gaming operators 

Put the conversations together and a clear to-do list emerges for 2027: 

  1. Fix data access before adding more AI. Give teams one trusted place to get answers. 

  2. Put answers in the hands of decision-makers. Marketing, operations and finance shouldn't wait days for an analyst to run a report. 

  3. Connect the player across channels. Bring floor, hotel, loyalty and online behavior into one view. 

  4. Measure what matters. Tie every AI or analytics initiative to a business result you can show. 

  5. Build in governance from day one. Regulators are watching AI closely, and trusted data makes compliance easier. 

This is the work we do every day at Chata.ai. Our AI-powered analytics, built for gaming operators, let anyone on the team ask questions of their data across systems and across properties and get reliable and audittable answers in seconds. That way, teams can see what drives players and act on what matters. 

We covered a few use cases: 

Cross-Property Slot Performance Analysis: Find What's Working There but Not Here 

Gaming Analytics for Compliance: Catch CTR Aggregation and Structuring Across Systems 

Ready to Explore What’s Next? 

Thank you to every operator, partner, and friend who spent time with the Chata.ai team in Las Vegas. We left with full notebooks, a lot of follow-ups and plenty of energy for what's next. 

If we didn't get to meet, or you'd like to keep the conversation going, we'd love to show you what trusted self-serve analytics can do for your properties. Let's discuss your use case.

Gaming Analytics at G2E 2026: Key Themes from Las Vegas 

Yuliia Borivets

Written by

,

Marketing Specialist

Published

5 min read

Topics:

Gaming Analytics

Self-Service Analytics Platform- Sales manager asking a question about product sales

Table of Contents

The Chata.ai team spent three days at The Venetian Expo in Las Vegas (September 28 to October 1) talking with casino operators, teams, suppliers and technology partners. Across the expo floor, the Business Solutions & Tech Lounge and a packed education program, there was a lot of conversations to follow. Here's what we heard, and what it means for gaming operators heading into 2027. 

G2E 2026 at a glance 

  • AI has to prove its value. The conversation moved from pilots and hype to readiness, governance and measurable results. 

  • Land-based and digital are converging. Operators want one view of the player across the casino floor and online. 

  • Loyalty is getting more strategic. The focus is shifting from rewarding players to understanding what drives them. 

  • Regulation is a moving target. Prediction markets, tribal data sovereignty and AI oversight dominated the policy track.

1. AI is moving from experiments to expectations 

A year ago, the question was whether gaming companies should use AI. At G2E 2026, the question was how to make it pay off. 

AI has moved from “an emerging novelty to operational necessity.”
— The State of AI in Gaming 2026, UNLV International Gaming Institute & KPMG

UNLV's International Gaming Institute and KPMG presented findings from the State of AI in Gaming 2026 report. It surveyed more than 80 operators and suppliers across land-based and online gaming, plus more than 100 regulators. The report introduced an AI Maturity Index covering strategy, infrastructure, expertise and governance. It also highlighted a gap between how fast the industry wants to move and how ready regulators are. 

The rest of the program built on that theme: 

  • From AI Fatigue to Enterprise Value tackled a familiar problem: lots of pilots and agents, but few trusted, measurable business outcomes. 

  • Workflows Before AI Bots argued that you have to understand how work flows through the business before automating it. 

  • Constrain the Objective looked at responsible agentic AI and where to draw the line. 

  • Other sessions covered AI in surveillance, sports-betting integrity, real-time deposit risk and tribal casino operations. 

Our take: operators aren't short on AI ideas. They're short on AI they can trust and on results they can show the board. The winners will tie AI directly to everyday decisions on the floor, in marketing and in finance.  

2. Few discussions around data

Data was rarely the headline, but it came up again and again:

  • Do You Trust Your Data? This roundtable, with Fullstory, Aristocrat, Station Casinos and Insight Global, covered data quality, disconnected systems and the need for a single source of truth.

  • From Casino Floor to Online Play (Environics Analytics and the Saskatchewan Indian Gaming Authority) used customer and market data to understand players across land-based and online channels.

  • Beyond the Click showed how digital behavior signals, like abandoned deposits, can grow player value while managing risk.

  • The Market of One, with Google’s Data and AI Lead, looked at personalization that moves from human hosts to AI agents.

  • Back-office sessions: Beyond the Cage covered analytics in revenue audit, and Rio Las Vegas shared how it unified HR, financials and payroll on one platform.

One Coffee & Conversations session in the Business Solutions & Tech Lounge said it plainly: "Do You Trust Your Data?" Before AI, automation or personalization can create value, organizations need data they can rely on. The discussion covered data quality, fragmented systems and building a single source of truth. 

Our take: People closest to the decision should be able to get trusted answers themselves in minutes. 

3. The line between the casino floor and online is disappearing 

The most interesting launch at G2E wasn't a game. It was the operating model behind the games. 

The signs were everywhere: land-based hits moving online, a major supplier entering live dealer, Class II gaming going mobile, sportsbooks borrowing casino mechanics, and platforms bundling content, payments, CRM and data. 

From Casino Floor to Online Play looked at how operators can use customer and market data to unlock growth across channels. Beyond the Click explored how every hesitation, abandoned deposit or confusing screen on a digital platform is a signal most operators only partly capture. 

Our take: the player doesn't think in channels, so the data shouldn't either. Operators who can connect visits on property with behaviour online and explore the data, will see the full player and their full value. 

4. Loyalty is shifting from rewards to understanding 

Loyalty came up across the program, and the message was consistent: rewards alone don't build loyalty. 

  • From First Play to VIP: Creating Loyalty That Lasts focused on the full player lifecycle, not just the top tier. 

  • What VIPs Actually Want From Your Platform and Beyond Bonuses looked at experiential rewards and personalization over blanket offers. 

  • Is Slot Free Play Really Free? showed that free play and player-club programs can open the door to fraud and abuse when no one is watching the data. 

  • The Evolving Casino Customer and Big Player Marketing on a Regional Budget explored new guest expectations and getting more from limited marketing spend. 

Our take: every one of these depends on the same thing, knowing what actually drives each player. Which offers lead to return visits? Where is free play leaking margin? Which segments are growing or slipping? Those are data questions, and the teams that can answer them quickly will get more from every marketing dollar. 

5. What else was on the agenda 

  • Prediction markets: the hottest policy topic of the week. Several sessions covered them, including A United Front: Confronting Prediction Markets with the American Gaming Association, UNITE HERE, the Mashantucket Pequot Tribal Nation and Congressman Steven Horsford. 

  • Tribal gaming: one of the largest tracks, with 11 sessions on modernizing operations, Class II self-regulation, and AI and tribal data sovereignty. 

  • Payments and cashless: sessions on adopting cashless gaming, identity in payments, and the future of regulated gaming's crypto options. 

  • Security and compliance: cybersecurity, vendor risk, anti-money laundering and modern financial crime were all on the program. 

  • Industry change: CEO outlooks, consolidation, capital markets and new markets in the UAE, Asia and Canada. 

What this means for gaming operators 

Put the conversations together and a clear to-do list emerges for 2027: 

  1. Fix data access before adding more AI. Give teams one trusted place to get answers. 

  2. Put answers in the hands of decision-makers. Marketing, operations and finance shouldn't wait days for an analyst to run a report. 

  3. Connect the player across channels. Bring floor, hotel, loyalty and online behavior into one view. 

  4. Measure what matters. Tie every AI or analytics initiative to a business result you can show. 

  5. Build in governance from day one. Regulators are watching AI closely, and trusted data makes compliance easier. 

This is the work we do every day at Chata.ai. Our AI-powered analytics, built for gaming operators, let anyone on the team ask questions of their data across systems and across properties and get reliable and audittable answers in seconds. That way, teams can see what drives players and act on what matters. 

We covered a few use cases: 

Cross-Property Slot Performance Analysis: Find What's Working There but Not Here 

Gaming Analytics for Compliance: Catch CTR Aggregation and Structuring Across Systems 

Ready to Explore What’s Next? 

Thank you to every operator, partner, and friend who spent time with the Chata.ai team in Las Vegas. We left with full notebooks, a lot of follow-ups and plenty of energy for what's next. 

If we didn't get to meet, or you'd like to keep the conversation going, we'd love to show you what trusted self-serve analytics can do for your properties. Let's discuss your use case.

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