JextexTell us your pain
Industry · Hospitality & Tourism

24/7 multilingual operations.

Florida saw 34.4M visitors in summer 2025 alone. Staffing, languages, and demand spikes don't care about your headcount plan. We engineer concierge, pricing, and operations agents on Microsoft Foundry — built around your PMS and POS.
StackMicrosoft FoundryMicrosoft Agent FrameworkAzure AI SpeechMCPMultilingual Foundry Models
The reality

What 2025–2026 looks like for FL hospitality.

Demand is up. Labor is volatile. Guest expectations are global. AI is the only operational lever that scales fast enough.
  • 34.4M visitors in summer 2025 — staffing volatility and demand spikes are baseline
  • Multilingual guest service across English, Spanish, Portuguese, French, and more
  • Review-response volume across OTAs, TripAdvisor, Google — humans can't keep up
  • Supply-chain volatility and post-storm sourcing pressure
  • Owner-operators ($10–100M revenue) make decisions fast but lack in-house AI talent
  • PMS and POS data silos block dynamic pricing and yield optimization
How we help

Six agent patterns for hospitality ops.

24/7 multilingual concierge agents

Web, SMS, WhatsApp, and in-room guest agents that handle requests, recommend amenities, and escalate to staff — fluent across the languages your guests actually speak.

Dynamic pricing & yield

Multi-property pricing agents over your PMS data, comp set, and demand signals — surface revenue opportunities your revenue manager would miss at scale.

Review-response automation

Brand-voice tuned agents that draft review responses across OTAs, TripAdvisor, and Google — humans approve in seconds instead of writing from scratch.

Supply-chain & reorder

F&B and operations agents that monitor par levels, reorder against forecasts, and flag price anomalies — built on your existing supply systems.

Staff training & translation

Multilingual staff onboarding agents, real-time translation, and policy/SOP Q&A — useful for owner-operators with high-turnover labor markets.

Group sales & event ops

Lead qualification, proposal drafting, BEO generation, and post-event follow-up — agents that compress the sales cycle without adding headcount.

Outcomes

What multi-property operators see.

Directional benchmarks from FL hospitality engagements.
  • 60% of review responses drafted by agents and approved in under 60 seconds
  • 5–12% RevPAR lift from dynamic pricing on slow-day inventory
  • 24/7 multilingual guest coverage without overnight desk staffing
  • 30%+ reduction in F&B variance from automated reorder
  • Group sales response time cut from days to hours
  • Owner-operator dashboard: see the AI ROI without an IT team
Owner-operator focus

Decisive teams. Decisive results.

Most AI vendors pitch to enterprise IT committees. We pitch to owner-operators and GMs who decide and ship. Fixed-scope sprints, your PMS/POS as the spine, multi-property roll-outs as the default — designed for the FL hospitality market we live in.
FAQ

Common operator questions.

We're an owner-operator, do we need a dedicated AI team?
No. Our hospitality engagements are designed for owner-operator decision speed: fixed-scope sprints, your PMS/POS as the integration spine, no IT team required. We deploy and we monitor.
Which PMS/POS systems do you support?
Opera, Mews, Cloudbeds, Toast, Square, Aloha, Lightspeed, and most others — via MCP servers and standard APIs. We don't force you to switch platforms.
What about brand voice and review responses?
We tune agents to your brand voice using a sample of past responses. You approve every response (or you can auto-approve based on sentiment) — never robotic, always you.
How does this handle Spanish/Portuguese guests?
Native multilingual support out of the box. Azure AI Speech and Foundry models handle the languages your FL guests actually use — including code-switching mid-conversation.
Can you roll out across multiple properties?
Yes — multi-property is our default pattern. Same agent stack, per-property tuning, central observability and FinOps dashboard.

Peak season decides the year.

A discovery brief is enough to identify the highest-leverage agent for your property or group — and a 4-week path to live.