Syntora
AI AutomationHospitality & Tourism

Automate Your Front Desk with a Custom AI Agent

Yes, AI can fully automate guest check-in at a boutique hotel. It handles ID verification, payment processing, and digital key issuance without staff.

By Parker Gawne, Founder at Syntora|Updated Mar 5, 2026

Syntora can design and build custom AI automation solutions for boutique hotel guest check-in. This involves leveraging technologies like the Claude API for intelligent agents, integrating with existing PMS and smart lock systems, and ensuring secure identity verification and payment processing. Syntora offers expertise in developing such complex system architectures to streamline hotel operations.

The scope of a custom AI check-in system depends heavily on your existing technology stack. Integrating with a modern Property Management System (PMS) like Mews or Cloudbeds, which offers a well-documented API, typically allows for a more streamlined and faster development process than connecting to an older, on-premise system. Similarly, the type of smart lock infrastructure and payment gateway you currently use will influence the overall project timeline and complexity. A typical engagement for a system of this complexity usually spans 3-6 months, requiring close collaboration with your hotel's operations and IT teams to define exact requirements and provide access to necessary systems and APIs.

What Problem Does This Solve?

Many boutique hotels first try off-the-shelf check-in kiosks, often supplied by their PMS provider. These systems are rigid. They follow a single, hard-coded path and cannot handle common exceptions like a guest's credit card being declined or an international ID that fails a simple scan. When an error occurs, the only option is 'call for assistance,' which defeats the purpose of automation, especially after hours.

A common failure scenario involves a guest arriving at 11 PM at a 25-room property. The kiosk's basic OCR fails to read their non-US driver's license. The system freezes, forcing the guest to call an after-hours number and wake the manager. The promise of easy, 24/7 check-in is broken, resulting in a negative online review.

General-purpose chatbots from companies like Intercom are also not a solution. While they can answer FAQs, they cannot perform stateful, secure actions. They lack the deep integrations to trigger a payment in Stripe, verify an ID against a reservation in Cloudbeds, and then command a Salto lock to issue a mobile key. They are conversational tools, not transactional engines.

How Would Syntora Approach This?

Syntora would commence an engagement with a comprehensive discovery and architectural design phase. This involves auditing your existing Property Management System (PMS), whether it is Cloudbeds, Mews, or another platform, to understand its API capabilities and data structure. We would then design and implement an integration layer, typically using Python with the httpx library, to securely retrieve real-time reservation details for arriving guests. This initial work also maps your specific check-in workflow, including confirmation of dates, optional extras, and calculation of local taxes.

The core of the proposed system would be an intelligent agent, engineered by Syntora. This agent would leverage the Claude API for natural language understanding and generation, deployed as a FastAPI service on AWS Lambda, to guide guests through the check-in process via text or voice. For robust identity verification, we would integrate with a specialized third-party service like Stripe Identity. Syntora has extensive experience building document processing pipelines using the Claude API in other domains, such as financial documents, and we would apply this expertise to securely process and verify guest IDs, adapting it to the specific requirements of the hospitality industry.

Following successful identity confirmation, the system would execute secure API calls to your chosen payment processor, such as Stripe or Adyen, to authorize any security deposits or outstanding balances. Subsequently, a final API call would be made to your smart lock system, such as Salto KS or OpenKey, to generate and securely deliver a digital key to the guest's mobile device.

Throughout the development and deployment, Syntora would implement comprehensive logging to a Supabase database for auditability and troubleshooting. The system would incorporate proactive monitoring and alerting, for example, sending immediate PagerDuty notifications for repeated external API failures. The guest-facing interface, which we would host on platforms like Vercel, would be designed for an intuitive, responsive, and seamless user experience.

What Are the Key Benefits?

  • Live in 4 Weeks, Not 6 Months

    A custom system is built for your exact needs, avoiding lengthy implementations of generic PMS modules. Go from discovery call to live operations in 20 business days.

  • Own the System, Ditch Per-Room Fees

    After a one-time build, your only recurring cost is for hosting, typically under $50/month on AWS. You avoid monthly SaaS fees that penalize you for adding rooms.

  • You Get the Code and Control the Data

    We deliver the complete Python source code in your private GitHub repository. Your guest data is processed through your systems, not a third-party black box.

  • Alerts for Failures Before Guests Notice

    Real-time monitoring via PagerDuty alerts you if the lock system API is down or a payment fails, letting you intervene before the guest experience is affected.

  • Works With Your Existing PMS and Locks

    The system integrates with your current tools, including Cloudbeds, Mews, Salto, and OpenKey. It is not a rip-and-replace solution; it automates your current workflow.

What Does the Process Look Like?

  1. System Audit & Workflow Mapping (Week 1)

    You provide read-only API keys for your PMS, payment gateway, and lock system. We deliver a complete workflow diagram and a precise integration plan.

  2. Core Agent and Integration Build (Weeks 2-3)

    We build the FastAPI service and connect the APIs. You receive a private staging link to test the full check-in flow with sample reservations.

  3. Deployment & On-Site Testing (Week 4)

    We deploy the system to AWS Lambda and Vercel. We test the flow on-site using the actual kiosk hardware with a live, non-critical reservation.

  4. Monitoring & Handoff (Weeks 5-8)

    We monitor every check-in for 30 days post-launch. You receive a technical runbook, full source code access, and a final system walkthrough.

Frequently Asked Questions

How much does a custom guest check-in system cost?
Pricing depends on the number and complexity of your integrations. A hotel using a modern PMS with a public API like Mews will have a shorter build cycle than one with an older on-premise system. The project scope is fixed upfront after the initial audit. A typical build is a 4-6 week engagement. Book a discovery call to discuss your specific requirements.
What happens if a guest's ID verification fails or their card is declined?
The system is designed for these exceptions. It provides a specific error message ('The name on the ID does not match the reservation') and presents a single-tap option to call a support number. The failed attempt is logged with a reason code ('ID_MISMATCH' or 'PAYMENT_DECLINED') for staff to review in the morning. The guest is never left without a clear next step.
How is this different from the check-in module offered by my PMS?
PMS modules are one-size-fits-all. They cannot incorporate your hotel's unique policies, like offering a specific upsell to repeat guests or handling complex group bookings. A custom system is built for your exact workflow from day one. It adapts to your process; you do not have to adapt your process to the software.
What hardware do I need for a kiosk?
The check-in application is a web-based interface, so it runs on any modern tablet, such as an iPad in a secure enclosure, or a dedicated touchscreen kiosk. We provide a list of recommended hardware based on your lobby's physical layout and aesthetic. You procure the hardware directly, avoiding expensive leasing fees and vendor lock-in.
How do you handle sensitive guest data like IDs and credit cards?
We never store raw PII on our systems. We use Stripe Identity for verification and your existing PCI-compliant payment processor. ID images and card details are tokenized and sent directly to these services. Our system only receives back a status (e.g., 'verified' or 'declined'), ensuring you remain fully compliant with data privacy regulations.
Can the system handle guests who speak different languages?
Yes. All text and voice prompts are stored in a simple translation file, not hard-coded. We can launch with multiple languages like Spanish, French, or German. Adding a new language is a minor update that typically takes less than a day and does not require rebuilding the core application logic. This allows you to serve international guests effectively.

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