Key metrics
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50%50% reduction in double-bookings through real-time availability
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700%700% ROI within 12 months of deployment
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2× FasterIntegrated POS sync halved payment reconciliation time
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124K124,000 core
active users
About the Client
LetsBAR delivers a powerful web-based reservation and CRM system with 2D/3D floor planning and seamless POS-terminal integration for efficient operations.
The Challenge
Restaurants faced inventory conflicts and manual floor planning, causing booking errors and inefficient seating.
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No visual mapping of tables or zones
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Disconnected POS requiring manual reconciliation
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Lack of analytics visibility into booking patterns, peak hours, and table popularity
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No personalized recommendations for diners to discover other restaurants
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Restaurants lacked visibility into customer overlap with competitors
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Difficulty running targeted marketing campaigns or selling event tickets
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No mechanism to collect post-visit feedback for continuous improvement
The Solution
Built a responsive web app and CRM with 2D/3D rendering for precise floor planning, integrated POS-terminal sync, and added advanced analytics, recommendation, marketing, feedback, and ticketing modules.
React, Python, AWS (ECS, RDS, S3, CloudFront), POS APIs
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Implementation detailsPhase 1. Assessment
The project began with a detailed mapping of existing floor layouts and POS workflows. This phase focused on identifying bottlenecks in seating arrangements, payment reconciliation, and staff interactions with the system. The insights gathered served as the foundation for tailoring the solution to match operational needs while leaving room for scalability.
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Implementation detailsPhase 2. Development
During development, the team introduced a floor-editor for visual management of seating plans, a booking API to streamline reservations, and full POS integration to synchronize financial operations. These components were designed to work seamlessly together, reducing manual effort and ensuring data consistency across the platform.
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Implementation detailsPhase 3. Testing & Deployment
The solution was deployed on AWS with a CI/CD pipeline, enabling fast iterations and stable releases. Extensive testing validated system reliability under peak loads, while staff were trained via CRM tutorials to ensure smooth adoption. This combination of technical rigor and user onboarding minimized disruption during rollout.
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Implementation detailsPhase 4. Ongoing support after initial release
Post-release, the team continues to provide ongoing support by monitoring performance, addressing bugs, and introducing new features based on client feedback. This iterative approach ensures that the platform remains robust, evolves with business needs, and continuously improves user experience over time.
Results and Impact
LetsBAR revolutionized our dining operations - guests love the QR menu and tipping is now effortless. Revenue per guest has never been higher and table turnaround decreased 3x times
Tech Stack
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Backend
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Python (REST API for bookings, POS sync, analytics)
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PostgreSQL on AWS RDS for transactional data
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Redis (AWS ElastiCache) for caching, sessions, queues
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Worker layer for async jobs (POS reconciliation, notifications, ML tasks)
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WebSockets for real-time availability updates
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Integration layer for major POS and payment gateway APIs
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Frontend
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React web app with 2D canvas and 3D WebGL rendering for floor plans
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PWA capabilities: service worker, offline mode, IndexedDB caching
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Social login and customer portal components
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Web Push notifications
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Infrastructure
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AWS ECS (containers) behind an Application Load Balancer
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Amazon RDS (PostgreSQL), S3 for media and static assets
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Amazon CloudFront for global edge caching and asset delivery
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Amazon SQS/SNS for messaging and eventing
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Route 53, ECR, IAM
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CI/CD pipeline (e.g., GitHub Actions → ECS deploy)
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Observability with CloudWatch logs/metrics and alarms
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Automated backups and multi-AZ configuration
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Security
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Authentication via OAuth 2.0/OIDC, role-based access control for staff and venues
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Encryption in transit (TLS 1.2+) and at rest (KMS for RDS/S3)
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Secrets stored in AWS Secrets Manager / SSM Parameter Store
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Network isolation with VPC private subnets and least-privilege IAM policies
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Optional AWS WAF for L7 protection and rate limiting
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GDPR-ready features: user data export/delete, consent logging, audit trails
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Key Takeaways
By introducing visual management tools and automated synchronization, the platform reduces repetitive manual work for staff. Tasks such as reconciling payments, adjusting seating plans, or updating availability now happen in real time with minimal effort. This not only saves staff hours but also decreases errors, directly improving service speed and customer satisfaction.
Backed by cloud infrastructure, the system is designed to scale rapidly across multiple locations. From a single venue to a nationwide chain, new sites can be onboarded with minimal setup time. Automatic load balancing and distributed resources guarantee consistent performance even during peak booking hours, providing stability as the business grows.
By introducing visual management tools and automated synchronization, the platform reduces repetitive manual work for staff. Tasks such as reconciling payments, adjusting seating plans, or updating availability now happen in real time with minimal effort. This not only saves staff hours but also decreases errors, directly improving service speed and customer satisfaction.
Ready to optimize your table bookings
and floor management?
Contact LI Solutions to implement LetsBAR today!
Contact us