DineSmart: An All-Rounder AI Manager For Your Restaurant
DineSmart is a revolutionary AI-powered restaurant management platform that aims to transform the dining experience. From automating kitchen workflows and inventory management to providing personalized recommendations and 24/7 customer support, DineSmart enhances efficiency while delivering exceptional guest experiences. This comprehensive solution harnesses the power of machine learning to reduce waste, optimize staffing, drive revenue growth, and adapt to evolving market trends.
About the client
Samantha Wells, Chief Executive Officer of a hospitality chain in the USA, approached Build Future AI to partner with us for the development and implementation of an AI-powered management platform for their restaurants. With over 300 locations spanning 25 states, the company wanted to offer a unique technologized dining experience to its customers. Recognizing the importance of cutting-edge technologies in this digital age, Samantha saw the potential of AI to optimize restaurant operations, reduce waste, save money, and deliver truly personalized experiences to their valuable customers.
Problem statement
With an extensive footprint of such a large nationwide restaurant network, the company faced several challenges in restaurant management, like rising amounts of food waste, chaotic customer service and food delivery, ineffective inventory management, human errors due to manual processes, and lack of real-time insights. This is when the need to incorporate advanced software became crucial to make informed decisions, adapt to market trends, and stand out of the competition.
Adaptive AI
How do we get it?
our solution
We closely collaborated with the company to understand their wants and needs and successfully developed a comprehensive suite of AI-powered tools, DineSmart, to tackle the challenges faced by our client or other restaurant owners and managers to make the operations more efficient, advanced, and innovative. The platform seamlessly integrates into the existing systems, utilizes advanced algorithms and predictive analytics, and delivers intelligent insights and recommendations.
Scan, Order & Pay
easy online delivery
customer facing display
workforce management
Reporting & ANalytics
kitchen management system
point of sales analytics
services
Our Extraordinary Adaptive AI Solutions
Intelligent automation planning
Data preparation and analysis
Model Training and Development
Our team of expert AI developers offers various machine-learning models employing several techniques and algorithms for fine-tuning to improve and optimize performance.
Model Deployment and Integration
AI Support and Maintenance
Multiply Your Business
Performance and scalability with our Personalised Expertise.
Expertise
Our Tech Expertise in
Adaptive AI Development Services
Machine Learning
We possess extensive knowledge of machine learning, including continual, supervised, and unsupervised learning, deep reinforcement learning, and attention mechanisms.
Deep Learning
Our team has expertise in deep learning algorithms and their underlying neural networks, like RNNs, CNNs, and long-short-term memory (LSTM) networks.
Natural Language Processing
We incorporate NLP into your application for efficient sentiment analysis, text processing, and named entity recognition. It is also used for developing chatbots and virtual assistants.
Computer Vision
With expertise in utilizing top-notch tools, frameworks, and libraries like TensorFlow or PyTorch, our team develops robust computer vision algorithms and techniques.
Cloud Computing
Our AI developers can safely deploy and scale adaptive AI solutions using cloud computing technologies like Microsoft Azure, Google Cloud Platform (GCP), and Amazon Web Services (AWS).
Predictive Analytics
Our AI developers have expertise in developing adaptive AI-based solutions that use predictive analytics algorithms and techniques, including random forests, decision trees, and gradient boosting.
Process
Our Quality Approach to Adaptive AI Development
Discovery and planning
We possess extensive knowledge of machine learning, including continual, supervised, and unsupervised learning, deep reinforcement learning, and attention mechanisms.
Model Development
During this phase, we develop custom adaptive AI models that use advanced machine learning and deep learning techniques to analyze the data and generate insights. Our developers utilize the latest tools and technologies to develop highly performant models that can learn from new data and continually improve over time.
Deployment and integration
Once the models are tested and validated, we deploy and integrate them into your existing systems. Our developers use cloud computing technologies to ensure the safe and scalable deployment of adaptive AI solutions.
Data collection and preparation
In this phase, we collect and prepare the data needed for your adaptive AI solution. We evaluate the quality and relevance of the data and take the necessary steps to ensure data integrity, accuracy, and consistency. We also use advanced data engineering technologies to process and clean the data to make it ready for modeling.
Model testing and validation
Once the models are developed, we test and validate their performance to ensure that they meet the required specifications and KPIs. We use a variety of testing methodologies, including A/B testing, cross-validation, and error analysis, to evaluate the models’ performance and ensure their accuracy and reliability.
Maintenance and support
After deployment, we provide ongoing maintenance and support to ensure the optimal performance of your adaptive AI solutions. We monitor the models’ performance and make necessary adjustments to ensure they continue to meet your evolving business requirements.