AI POS Integration: Unlock Your Restaurant’s Future

AI POS Integration in Modern Restaurants

Key Takeaways

Estimated reading time: 14 minutes

  • AI POS integration transforms restaurants by blending Artificial Intelligence with traditional Point of Sale systems.
  • It dramatically improves operational efficiency through intelligent order processing, automated inventory management, and reduced manual errors.
  • Customer experiences are significantly enhanced via personalized recommendations, faster service, and smarter loyalty programs.
  • Restaurants gain powerful data-driven insights for strategic planning, menu engineering, and sales trend analysis, moving beyond mere intuition.
  • Significant cost reductions are achieved by minimizing waste, optimizing labor, and preventing error-related expenses and fraud.
  • AI POS acts as the central hub of smart restaurant technology, seamlessly integrating with Kitchen Display Systems (KDS), self-ordering kiosks, and IoT devices.
  • The future of restaurant POS AI promises hyper-personalization, autonomous operations, advanced payment systems, and deeper supply chain integration, making it a standard competitive necessity.

Table of Contents

Imagine a restaurant that knows exactly what customers want, prevents food waste before it happens, and makes sure every order is perfect. Sounds like magic, right? Well, it’s not magic, it’s smart technology! The world of restaurants is changing faster than ever, and diners today expect amazing food and super-fast, personalized service. To keep up and stay ahead, restaurants need clever solutions.

This is where AI POS integration comes in. It’s like giving your restaurant’s brain a serious upgrade. This special combination of Artificial Intelligence (AI) and your Point of Sale (POS) system is becoming a huge game-changer. It’s totally transforming how restaurants work, how they serve customers, and even how much money they make. As one source puts it, “The restaurant industry stands at a critical inflection point… AI POS integration emerges as a pivotal game-changer in this environment” (TheBossMan.ai).

In this article, we’re going to dive deep into how AI integration with restaurant POS systems is making things smoother, more efficient, and setting new, higher standards for customer happiness and restaurant profits. Get ready to see how smart technology is making restaurants smarter!

Understanding AI POS Integration: What It Means for Your Restaurant

So, what exactly is AI POS integration? Think of it like this: your traditional Point of Sale (POS) system is where you ring up orders and take payments. It’s good at recording what happens. But when you add Artificial Intelligence (AI) to it, your POS system becomes much, much smarter.

AI POS integration entails the seamless blend of artificial intelligence capabilities—including machine learning, predictive analytics, and intelligent automation—with traditional point-of-sale functionalities (TheBossMan.ai). This means combining advanced computer thinking (like machine learning, which helps computers learn from data; predictive analytics, which helps them guess what might happen next; and smart automation, which lets them do tasks on their own) with the everyday tasks of your sales system.

This clever combination goes way beyond just taking orders. It turns your smart sales system into a super-smart control center. It doesn’t just record what people buy; it learns from every single transaction. It starts to guess what customers might want in the future and can even help make important decisions by itself. As research highlights, “The integration goes far beyond simple transaction processing to create intelligent data handling that extracts actionable insights from every customer interaction, every order, and every operational metric” (TheBossMan.ai).

Let’s look at an example to make this clearer.

Imagine a customer orders a burger and fries from a regular old POS system. The system just writes down: “Burger and Fries sold.”

Now, imagine that same customer orders from an AI-powered POS system. This system does much more:

  • It remembers that this customer orders a burger and fries every Friday for the past six months.
  • It can guess that people who order this meal also usually buy a drink 73% of the time.
  • It knows that Friday evenings are super busy for burger orders.
  • Because of all this smart learning, it can actually guess what this customer will order next time with high accuracy! It can even suggest the perfect drink to offer them to go along with their meal.

That’s the big difference: it changes from a simple cash register to a smart helper that understands patterns and helps you run your restaurant better.

To give you a better idea of how these technologies work together, check out this video:

The Transformative Edge: Benefits of an AI POS System

When restaurants use an AI POS system, they unlock a whole new level of operations. The smart system brings many amazing advantages. In fact, “The benefits of AI POS systems are substantial and multifaceted, affecting virtually every dimension of restaurant operations” (TheBossMan.ai). Let’s explore some of these fantastic perks.

Operational Efficiency: The Foundation of Modern Restaurant Success

One of the greatest advantages of using smart sales technology is how much it improves daily operations. “Enhanced operational efficiency stands as one of the biggest benefits of AI POS systems” (TheBossMan.ai). This means everything runs smoother and faster.

Streamlined Order Processing

Think about how orders move through a busy kitchen. With an intelligent sales system, orders are processed with incredible accuracy. As soon as an order is placed, it’s sent to the right cooking station. It’s even sorted by how quickly it needs to be made!

If your restaurant takes orders from many places – people eating inside, takeout, online orders, or even from delivery apps – the AI system brings all these orders together. It creates one smooth plan for the kitchen. This stops things from getting messy and makes sure orders are filled faster, fewer mistakes happen, and customers don’t have to wait as long. “When a customer places an order, an AI POS system processes that request with intelligent precision. The order is instantly routed to the appropriate kitchen station, sorted by preparation sequence and cooking method… consolidates all these streams into a unified workflow” (TheBossMan.ai).

Automated Inventory Management

Managing food supplies is a big headache for many restaurants. How much cheese do you need? How many tomatoes? If you buy too much, it might spoil. If you buy too little, you run out of popular dishes.

AI-powered systems are brilliant at this. They look at your real-time sales data (what’s selling now) and also consider other important information. This includes things like:

  • Seasonal changes (like more ice cream in summer)
  • Upcoming holidays
  • Local events
  • Even the weather forecast! To learn more about how AI revolutionizes stock control, read our guide on AI-driven restaurant inventory management. Using all this information, the system guesses what ingredients you’ll need with amazing accuracy. “AI-powered systems analyze sales data in real-time while also incorporating external information—seasonal demand patterns, upcoming holidays, local events, weather forecasts, and even competitive activity—to forecast ingredient requirements with remarkable accuracy” (TheBossMan.ai). This means much less food goes to waste, you save money by not having spoiled ingredients, and ordering supplies becomes much simpler.

Reduced Manual Errors

Humans sometimes make mistakes – it’s natural! But in a restaurant, a small mistake can lead to bigger problems. Things like:

  • Wrong calculations for staff pay.
  • Typing errors when recording ingredients.
  • Entering an order incorrectly, so the customer gets the wrong dish.

These errors cost time and money to fix. But with intelligent automation, the smart sales system can handle many of these routine jobs. It can calculate staff pay, create detailed reports, and input orders with almost perfect accuracy. This gets rid of many human mistakes and means less time is wasted fixing problems. “AI automation handles routine tasks like calculating staff pay, generating detailed reports, and entering orders with near-perfect accuracy, systematically eliminating these error sources” (TheBossMan.ai).

Enhanced Customer Experience: Building Loyalty Through Personalization

Today’s customers want to feel special. They like things that are made just for them. An AI-equipped POS system helps restaurants do this for many people at once. As a matter of fact, “Personalized experiences are increasingly necessary to attract and retain customers in competitive markets, as customer satisfaction has become the primary differentiator” (Menusifu). For an in-depth look at tailoring dining experiences, read about personalized restaurant ordering with AI. Personalized Recommendations Imagine going to a restaurant and the menu magically knows your favorite dishes or suggests something new you’ll love. That’s what a smart sales system can do! It keeps track of what you’ve ordered before, what you seem to like, and how you usually dine.

When you come back, the system can show you a personalized digital menu, suggest items it thinks you’ll really enjoy, and even offer special deals just for you. “AI POS systems track individual customer preferences, past orders, dining habits, and even payment patterns. When a returning customer arrives, the system can display personalized digital menus, suggest items they’re likely to enjoy… and present specially tailored promotions or loyalty rewards” (Menusifu). This makes customers feel truly valued, which makes them want to come back again and again.

Faster Service

Nobody likes waiting! Smart sales technology helps make service much faster. By making order processing quicker and improving how the kitchen works (for example, using digital screens in the kitchen that show orders instantly), customers get their food more quickly. This means tables become free faster for new customers, and lines are shorter. “AI integration enables faster table turns and shorter queues through integrated kitchen display systems and mobile POS solutions” (Maple.inc). This speedy service makes for a much happier dining experience.

Improved Loyalty Programs

Have you ever been part of a loyalty program that gives you coupons for things you don’t even like? An AI-powered POS system changes that! It creates loyalty programs that are much smarter. It understands what each customer prefers and how they spend their money. This way, it can offer rewards that truly make sense and feel special to that particular customer, instead of just generic deals.

Data-Driven Decision Making: Moving Beyond Intuition

Running a restaurant often involves guessing. Should we buy more fish? Will Tuesday be busy? A smart sales system takes the guesswork out of it. It provides “advanced analytics for sales forecasting, peak hour optimization, and menu engineering” (TheBossMan.ai). This means making smart choices based on real information.

Predictive Analytics for Strategic Planning

Imagine knowing beforehand how many customers you’ll have next week! AI-powered POS systems are fantastic at predicting the future of your restaurant. “AI-powered POS systems give restaurant managers powerful tools that can predict future outcomes with remarkable accuracy” (TheBossMan.ai).

They can guess how much food you’ll sell, when the busiest times will be, and how many customers will walk through the door. For more strategies on handling busy periods, see our article on mastering the rush with AI for peak hours. Because of this, the system can even suggest how many staff members you’ll need at different times. This helps managers order exactly the right amount of food and create perfect staff schedules, instead of just hoping for the best.

Menu Engineering Insights

Which dishes are making the most money? Which ones are attracting new customers? Which ones aren’t selling well at all? An AI system can analyze all of this. “AI can analyze which dishes generate the highest profit margins, which items attract new customers, which combinations customers typically purchase together, and which menu items consistently underperform” (TheBossMan.ai). This information helps chefs and owners make smart choices about what food to keep on the menu, what to change, or what new dishes to introduce. It’s like having a super-smart menu consultant always on your team!

Sales Trend Analysis

A smart sales system looks at your sales information from every angle. It checks sales patterns by:

  • Day of the week
  • Time of day
  • Different types of customers
  • Even the weather!

By looking at all this, the AI spots important trends. This helps the restaurant decide how to price food, when to run special deals, and what kinds of ads to create. “AI examines sales patterns across multiple dimensions… to identify trends and patterns that inform pricing strategies, promotional timing, and marketing efforts” (Menusifu).

Cost Reduction: Improving Bottom-Line Profitability

All these smart features add up to one big thing: saving money! The benefits of an AI-enhanced sales system lead to “substantial cost reduction across multiple operational areas” (TheBossMan.ai). This means more money stays in the restaurant’s pocket.

Waste Reduction

Food waste is a huge problem in restaurants. But with a smart sales system, it’s greatly reduced. The clever inventory management, which uses predictions, means restaurants only buy the ingredients they really need, so less food spoils. Also, the AI can even suggest how big each serving should be, preventing cooks from putting too much food on a plate. “By smartly managing inventory based on predictive analytics, restaurants minimize purchases of ingredients that might spoil. AI-driven portion control suggestions further reduce waste by ensuring consistency and preventing over-portioning” (TheBossMan.ai). This saves a lot of money over time.

Optimized Labor Costs

Having too many staff during a quiet time, or too few during a rush, costs money and hurts service. But when staff schedules are perfectly matched to how many customers are expected – thanks to AI predictions – restaurants spend less on staff while still giving great service. “When staff schedules are perfectly calibrated to customer demand through AI prediction, restaurants minimize labor costs while maintaining service quality” (TheBossMan.ai).

Reduced Error-Related Costs

Think about all the hidden costs of mistakes: re-making an order, giving a free meal to an unhappy customer, or spending time fixing payroll errors. By automating many tasks and making them almost perfect, the AI system drastically cuts down these error-related costs.

Fraud Prevention and Enhanced Security

Keeping a restaurant safe from theft and fraud is super important. It protects the business’s money and keeps customers trusting the restaurant. “Improved security and fraud prevention represent crucial benefits” of these advanced systems (TheBossMan.ai).

AI-Powered Anomaly Detection

An AI system is like a tireless watchdog. It constantly watches all the transactions happening. If it spots anything weird or suspicious – like a staff member suddenly voiding many orders, or strange payment patterns – it immediately tells the manager. “AI systems operate continuously, monitoring transaction patterns for unusual or suspicious activity” (TheBossMan.ai). This helps stop bad things from happening before the restaurant loses a lot of money.

Biometric Access Controls

Some very advanced smart sales systems use special security features called biometrics. This means using things like face recognition or fingerprint scanning to make sure only the right people can get into the system. “Advanced AI POS implementations incorporate biometric security measures such as face recognition or fingerprint scanning to ensure only authorized personnel can access the system” (TheBossMan.ai). This makes the system much safer and creates a clear record of who did what, when.

Secure Digital Payment Processing

As more and more people pay with their phones or cards, making sure these payments are safe is key. To understand the full scope of secure transactions, explore AI-powered restaurant payment systems. AI-powered fraud detection in these smart sales systems makes sure digital payments are super secure. “AI-powered fraud detection in POS systems ensures secure transactions, boosting customer confidence in digital payments” (Menusifu). This makes customers feel confident and happy using their preferred payment methods.

Beyond Basic Transactions: How AI Can Enhance POS Capabilities

Smart sales systems powered by Artificial Intelligence aren’t just for ringing up orders. They can do so much more, really showing how AI can enhance POS with AI and fundamentally change what a sales system can achieve. “AI-powered POS systems offer specific capabilities that extend far beyond traditional transaction processing, fundamentally expanding what a POS system can accomplish” (Menusifu).

Predictive Analytics: Anticipating Future Needs

Imagine a crystal ball for your restaurant! Predictive analytics is one of the most powerful things AI brings to your sales system. These smart systems can guess how many ingredients you’ll need. They do this by looking at past sales, the weather, local events, how seasons change, and even what people are talking about on social media. “Predictive analytics represents one of the most powerful applications of AI in restaurant POS systems. These systems forecast demand for specific ingredients based on historical sales data, weather patterns, local events, seasonal variations, and even social media trends” (Menusifu). This helps you buy exactly what you need and get ready for busy times.

Staff scheduling also gets a huge boost from these predictions. Instead of just guessing, AI can tell you exactly how many team members you’ll need at certain times, taking into account things like upcoming events and expected customer traffic. “Staff scheduling also benefits dramatically from predictive analytics” (Menusifu). This saves money on staff costs while making sure customers still get great service.

Voice AI and Conversational Interfaces

Ever wished your restaurant could answer the phone and take orders even when staff are busy? With modern AI-enhanced POS systems, this is becoming a reality! To dive deeper into this game-changing technology, explore the rise of AI voice ordering for restaurants. They use “voice AI and chatbot capabilities” (Menusifu).

These clever technologies can:

  • Take phone orders.
  • Answer common questions about the menu or restaurant rules.
  • Suggest perfect food and drink pairings based on what customers have ordered before.
  • Manage reservations.

This means your human staff have less to worry about, fewer order mistakes happen over the phone, and customers can get help or place orders even in the middle of the night!

Dynamic Pricing: Maximizing Revenue

Have you ever noticed how flight prices change depending on when you book? Restaurants can do something similar with AI! This is called dynamic pricing. The AI can cleverly change menu prices in real-time based on different factors. “AI enables sophisticated dynamic pricing strategies that adjust menu prices in real-time based on multiple factors” (TheBossMan.ai).

For example, prices might go up a little during super busy times to earn more money. During quieter times, special discounts can encourage more people to come in. If an ingredient is about to spoil, the AI might suggest a discount on dishes using that ingredient to reduce waste. This smart pricing helps restaurants earn the most money while keeping customers happy.

Personalized Marketing and Promotions

Instead of sending the same coupon to everyone, AI makes marketing much more personal. It uses its smart insights to figure out what each customer likes best. Then, it creates special deals just for different groups of customers. “AI-driven insights identify customer preferences and create targeted promotions for specific customer segments” (Menusifu).

For example, a customer who often orders plant-based meals might get a special offer on a new veggie burger. This makes marketing much more effective because customers receive offers they actually care about, making them more likely to visit again.

Automated Inventory Management with Real-Time Optimization

This goes beyond just predicting needs. Advanced AI tools can completely automate how you track, order, and manage all your ingredients. “Advanced AI tools can automate inventory tracking, ordering, and management functions, maintaining real-time visibility into ingredient stock levels” (Menusifu).

It keeps a constant eye on how much of everything you have. When supplies get low, the system can automatically place new orders with your chosen suppliers. It even learns over time the best time to reorder things, getting smarter and more efficient all the time.

AI POS as a Core Component of Smart Restaurant Technology

Imagine your restaurant as a highly intelligent machine, where every part works together perfectly. The AI integration with restaurant POS systems is like the brain of that machine! It’s the central piece of what we call smart restaurant technology. “AI integration with restaurant POS systems serves as the foundational element of broader smart restaurant technology… The AI POS system functions as the central hub through which all operational intelligence flows, connecting and optimizing various smart systems to create an integrated, data-driven ecosystem” (TheBossMan.ai).

This smart sales system is the main hub where all the important information flows. It connects and makes other smart systems work even better, creating a full digital world for your restaurant that runs on data and smart decisions.

Seamless Integration Across Restaurant Systems

Your smart sales system doesn’t work alone. It talks to and shares information with all the other cool tech in your restaurant, making everything smooth and connected.

Kitchen Display Systems (KDS)

When an order comes in, the AI-powered POS system instantly sends it to the kitchen’s digital display screens (KDS). These screens show the chefs exactly what to make and in what order, making things super efficient. The KDS even sends messages back to the POS about how the order is coming along, so your staff can tell customers accurately when their food will be ready.

Self-Ordering Kiosks and Online Platforms

Whether customers order from a screen in your restaurant, through your mobile app, or on your website, all that information goes straight into your main AI sales system. This means that if a customer tells a self-service kiosk their preferences, the system remembers them. Also, if an ingredient runs out, the smart system instantly updates all ordering channels so nobody tries to order something that’s not available.

IoT Device Integration

Imagine your refrigerators telling your smart sales system how fresh the milk is, or your ovens telling it when they need maintenance. This is what happens with IoT (Internet of Things) devices. These are smart gadgets like smart refrigerators, sensors on equipment, or smart temperature controls that are connected to the internet. The information from these devices flows into your AI POS system. This gives you amazing insights into things like food freshness, when equipment might need fixing, and even how to save energy.

The Interconnected Digital Ecosystem

When all these systems are connected through the AI POS, what you get is a “holistic, interconnected digital ecosystem where data flows seamlessly between systems, enabling unprecedented operational visibility and optimization” (TheBossMan.ai). This is like all the different parts of your restaurant’s technology holding hands and talking to each other. It means you can see everything that’s happening and make everything run as perfectly as possible.

Here are some cool examples of this interconnectedness:

  • A customer places an order online, and it pops up instantly on the kitchen display system, already sorted in the best cooking sequence.
  • If a smart sensor in the pantry detects you’re running low on a key ingredient, the AI system immediately suggests alternative menu items across all your ordering screens.
  • Your staff schedule can even change based on real-time information, like if a piece of kitchen equipment needs urgent maintenance.

This amazing network transforms your restaurant from just a collection of different gadgets into one super-smart, unified operation, all controlled by the intelligent sales system at its core.

Gazing into Tomorrow: The Future of Restaurant POS AI

The journey of smart sales technology is just beginning! The future of restaurant POS AI promises even more amazing and clever features that will continue to change how restaurants operate. Get ready for some mind-blowing ideas!

Hyper-Personalization at Scale

Imagine a future where your smart sales system doesn’t just remember your favorite meal, but knows exactly how you like your burger cooked, the perfect time to bring it to your table based on how fast you usually eat, when you’re most likely to buy an extra drink, and even how you prefer to get messages about new specials. “The future of restaurant POS AI promises hyper-personalized customer journeys” (TheBossMan.ai). This ultra-personalized experience will cover every single part of your visit to the restaurant.

Autonomous Operations and Enhanced Human Roles

In the future, a lot of the routine jobs in a restaurant will be handled by AI. Think of inventory ordering, changing prices, and basic customer questions. These will become autonomous operations, meaning the AI does them by itself. “The future promises increased automation of routine tasks and a shift towards autonomous operations that enhance rather than replace human roles” (TheBossMan.ai).

This won’t mean fewer people working, but rather that human staff can focus on the fun and important parts of their jobs: solving bigger problems, being creative, and giving customers that warm, human touch that makes a dining experience truly special.

Advanced Payment and Authentication Systems

Paying for your meal will become even easier and safer. Imagine paying just by looking at a camera or using your fingerprint! Biometric payment systems will become super common and work perfectly with the smart sales system. “Biometric payment systems will become increasingly sophisticated and seamlessly integrated” (TheBossMan.ai). This will make paying incredibly fast and secure, almost like magic.

Deeper Supply Chain Integration

Future AI-powered sales systems won’t just help with your restaurant’s own supplies, but they’ll connect deeply with all the companies that deliver food to you. This is called supply chain integration. “Future AI POS systems will integrate deeply with supply chain logistics” (TheBossMan.ai). The AI will know exactly what ingredients you need, so they can be delivered at the perfect time, maybe even reducing how often trucks need to come, which saves money and keeps food fresher.

Continuous Self-Learning Systems

One of the coolest things about future AI systems is that they will never stop learning. They will get smarter and better all the time, all by themselves, without anyone having to update them manually. “Future AI systems will exhibit sophisticated continuous learning capabilities, adapting and improving over time without requiring manual intervention” (TheBossMan.ai). This means that the longer a restaurant uses these smart systems, the better and more efficient they will become, giving those restaurants a huge advantage!

Industry-Wide Standardization

It’s not just a few tech-savvy restaurants that will use these systems. Experts believe that within the next five years, using AI in your sales system will become the normal way of doing things for all restaurants. “Industry experts predict that AI integration will become standard across the restaurant sector within the next five years” (Loman.ai). This means if restaurants want to stay competitive and popular, they’ll need to adopt this smart technology.

Conclusion

So, we’ve seen that AI POS integration is much more than just a fancy new gadget for your restaurant. It’s a brand new way of thinking about how restaurants run, how they make customers happy, and how they stay ahead in a fast-moving world. It’s like giving your restaurant a superpower!

The benefits of AI POS systems are huge and truly change everything. Restaurants that have already started using AI in their sales systems are seeing amazing results. They are getting, on average, a 15% jump in how efficiently they run things and a 10% boost in how happy their customers are. Some even see a massive 30% improvement in how efficient they are! (Loman.ai and ABCpos.com). These aren’t small changes; they are big, important improvements that help both customers and the restaurant’s money-making abilities.

To enhance POS with AI means embracing the smart restaurant technology that is here today and getting ready for the exciting future of restaurant POS AI. The restaurant world is changing incredibly fast. “The competitive landscape is shifting rapidly” (Loman.ai), and smart restaurants are already reaping the rewards.

If you run a restaurant, it’s time to explore these smart solutions! Start by looking for AI-driven sales systems that can easily connect with what you already have. You can begin by tackling your biggest problems first, and then gradually add more smart features. “Restaurant operators should explore AI-driven POS solutions designed to integrate seamlessly with existing operations, beginning with implementations that address their most pressing operational challenges, and then expanding from there. The key to success is finding solutions that work with existing systems and allow for gradual adoption rather than disruptive wholesale replacement” (Loman.ai). By doing this, you can start getting the amazing benefits of AI-powered sales technology right away and set your restaurant up for huge success in the future!

FAQ

Questions About AI POS Integration in Restaurants

Q: What is AI POS integration?
A: AI POS integration is the seamless blend of artificial intelligence (including machine learning, predictive analytics, and intelligent automation) with traditional point-of-sale functionalities. It transforms a basic POS system into a smart control center that learns from transactions, predicts customer behavior, and automates operational decisions.

Q: How does AI POS improve operational efficiency in a restaurant?
A: It streamlines order processing by routing orders to the correct kitchen stations and consolidating all order streams. It automates inventory management by predicting ingredient needs based on various factors, significantly reducing waste. It also minimizes manual errors in tasks like payroll and order entry, leading to smoother and faster operations.

Q: Can AI POS personalize customer experiences?
A: Absolutely. AI POS systems track individual customer preferences, past orders, and dining habits. This allows restaurants to offer personalized digital menus, suggest items customers are likely to enjoy, and present tailored promotions or loyalty rewards, making customers feel more valued and increasing loyalty.

Q: How does AI POS help with cost reduction?
A: AI POS systems contribute to cost reduction through waste minimization via predictive inventory management and portion control suggestions. They optimize labor costs by accurately forecasting staff requirements based on predicted demand. Furthermore, they reduce error-related costs by automating routine tasks with high accuracy, preventing expensive mistakes.

Q: What are the future trends for AI in restaurant POS?
A: The future includes hyper-personalization at scale, autonomous operations for routine tasks, and enhanced human roles focusing on creativity and customer service. Other trends involve advanced biometric payment systems, deeper integration with supply chain logistics, continuous self-learning systems that improve over time, and industry-wide standardization of AI in POS systems.