Skip to main content

Deployments

Case Studies

A selection of agent deployments we've delivered — from scoping to production.

White Sand Villas
Zanzibar, Tanzania
Hospitality
Challenge

Luxury villa operator with a small team managing guest bookings, personalised itineraries, and multi-channel communications across WhatsApp, email, and OTA platforms. Pre-arrival coordination was entirely manual — each guest required 2-3 hours of preparation time for custom travel guides, transfer scheduling, and activity recommendations.

What we deployed

Guest communication agent that auto-generates personalised travel itineraries from booking data, handles pre-arrival coordination, and syncs across Google Workspace and messaging channels. Booking intake agent that parses incoming OTA reservations, updates availability, and triggers the guest journey workflow automatically.

Stack
Google Workspace WhatsApp Business API OTA integrations LLM orchestration
85%
less manual guest prep
<2 min
itinerary generation
24/7
guest response coverage
Alpstein Medtech
St. Gallen, Switzerland
Healthcare
Challenge

Swiss medical device manufacturer operating under ISO 13485 and MDR compliance, with a growing volume of supplier qualification and audit documentation. The quality team was spending 15+ hours per week manually tracking regulatory changes and cross-referencing supplier certifications against expiry dates.

What we deployed

Compliance document agent that monitors regulatory databases, flags relevant updates, and cross-references against the company's quality management system. Supplier qualification agent that processes incoming certifications, validates expiry dates, and auto-generates audit readiness reports with full traceability.

Stack
QMS integration Regulatory DB monitoring RAG pipeline Document processing
60%
audit prep time saved
0
missed regulatory updates
3 wk
time to production
Keller Treuhand
Zurich, Switzerland
Financial Services
Challenge

Mid-sized fiduciary firm managing bookkeeping, tax filings, and payroll for 120+ SMB clients across multiple cantons. Each month-end close required manual reconciliation of bank transactions against open invoices — error-prone, time-consuming, and bottlenecked by two senior accountants.

What we deployed

Invoice reconciliation agent that matches incoming bank transactions to open invoices across client portfolios, flags discrepancies, and generates reconciliation reports. Deadline monitoring agent that tracks VAT filing deadlines, annual closing dates, and cantonal submission windows — sending alerts and pre-filling submission documents.

Stack
Banking API Accounting software Cantonal tax systems LLM extraction
40h
saved per month
98.5%
reconciliation accuracy
120+
client portfolios

Ready to automate?

Get in touch