Hotels & Hospitality
AI Hotel Revenue Assistant
Analyses pace, pickup and competitor rates to support pricing decisions.
Hotels & Hospitality
AI Hotel Operations Assistant
Room status, maintenance tickets and shift handovers kept current in your PMS, without a whiteboard or a radio call.
Room status on a whiteboard, maintenance issues shouted over a radio and shift notes that never get written all slow a hotel down. This assistant keeps room status current in your PMS as housekeeping reports rooms clean, assigns priority cleans, routes maintenance tickets with the room and priority attached, and writes the shift handover for you. It works with your staff, not your guests.
- Room status kept current in your PMS as rooms are cleaned
- Maintenance tickets routed by priority with the room attached
- End-of-shift handover notes compiled without extra paperwork
$5,900
20–30 working days
Optional maintenance $295/mo
What it is
AI Hotel Operations Assistant coordinates internal hotel operations: it updates room status in your PMS as housekeeping reports rooms clean, assigns priority cleans, routes maintenance issues to engineering with the room and priority attached, and compiles shift handover notes automatically. It works with your staff, not your guests.
Why businesses buy it
When room status lags, guests wait in the lobby for rooms that are actually ready, and when maintenance issues slip between shifts, they turn into complaints. Much of that friction comes from relaying information by hand. This assistant takes those updates from your team as they happen and keeps the PMS, the engineering queue and the handover notes in step, so managers start each shift with a clear picture. The Scope Card fixes the channel, the two connected systems and the six workflows in writing before you buy, so you know exactly which tasks it coordinates.
Problems this solves
Clean rooms still show as dirty, so arriving guests wait
When housekeeping reports a room clean, the assistant updates its status in your PMS. The front desk sees ready rooms sooner, without radio calls or paper lists.
Early arrivals wait because priority cleans were never flagged
The assistant assigns priority cleans based on your rules, such as early arrivals or room moves. Housekeeping works through rooms in the order that matters most that day.
Maintenance issues reach engineering late or without the room number
Maintenance issues are routed to engineering with the room and priority attached. Up to six workflows set the routing rules and approvals for your property.
Shift handovers depend on whoever remembers to write things down
Shift handover notes are compiled automatically from room status changes and maintenance requests. The next shift starts with a clear picture of what is still open.
A good fit if
Your housekeeping team needs room status, dirty, clean, inspected, kept current in your PMS without someone walking the floor or calling it in.
You want maintenance issues logged by any staff member routed to engineering with the room number and priority attached, not written on a whiteboard.
You want shift handover notes compiled automatically, pending rooms, open tickets, flagged items, so the next shift is not starting cold.
You want staff tasks, room assignments and priority cleans for early check-ins, assigned inside rules you set, not tracked in a side spreadsheet.
Not the right fit if
Guest-submitted requests are the priority, not internal staff coordination. See AI Hotel Guest Support Agent, which handles requests guests raise themselves.
You want pricing and rate-strategy analytics, not operational coordination. See AI Hotel Revenue Assistant.
You want guest-facing upsell offers, not internal task assignment. See AI Hotel Upsell Agent.
Your project is larger than a single property or needs custom scope beyond what is listed here. Use our Custom AI enquiry form instead.
How it works
- A housekeeper finishes a room and reports it clean through the channel you set, such as a quick WhatsApp message or an internal form, and the agent updates the room's status in your PMS immediately, from dirty to clean to inspected.
- It assigns rooms to housekeeping staff each morning based on checkouts, early check-ins and any priority requests, following the rules you set, such as balancing the room count per staff member.
- When any staff member logs a maintenance issue, a leaking tap, a broken air conditioning unit, it creates a ticket with the room number and priority and routes it to engineering, rather than relying on a note left at the desk.
- It compiles a shift handover summary at the end of each shift: rooms still pending, open maintenance tickets, and anything flagged for the next team, so the next shift is not starting cold.
- Priority cleans, for example a room needed early for a VIP or an early arrival, are flagged and re-sequenced against the standard cleaning order, inside the rules you set.
- Anything outside your standard task-assignment or escalation rules, such as a staffing shortfall, hands off to the manager you named, with the current status attached.
What you provide within 72 hours
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
- Your business information (company basics, hours and brand voice), shared during intake.
- Admin or API access to your PMS and any maintenance or task-management tool, with sandbox or test records if available.
- Your task-assignment rules and playbook, such as how rooms are allocated and what counts as a priority clean.
- Ten real housekeeping or maintenance reports so the routing logic is built against genuine cases.
- The name of the manager who takes anything outside your standard assignment or escalation rules.
- Admin access and API keys for every connected system, shared by adding our team as a user or creating a key you control, never by email.
- One decision-maker who can approve the workflows before launch.
- An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.
The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.
Timeline
Start
Intake verified and your task-assignment and escalation rules agreed with you.
Weeks 1–2
PMS connected, room-status and maintenance-routing logic built.
Week 3
Shift handover and priority-clean workflows configured.
Weeks 3–4
Fifty documented test scenarios run.
Week 4
Your review and two rounds of changes.
Go-live
Live, recorded handoff session, support starts.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $5,900 |
| Express | 15–25 working days | $6,800 |
| Rush | 10–20 working days | $7,650 |
What you receive at handover
- The operations assistant working in one staff channel, with read and write access to your PMS and up to one other system
- Up to six workflows for room status, priority cleans, maintenance routing and shift handovers
- Your operating procedures loaded from up to a hundred documents
- A test report covering fifty documented operations scenarios
- An admin guide, the recorded handoff session and 30 days of support
Expected benefits and how to measure them
- Rooms can be released to the front desk sooner after cleaning.
- Helps maintenance issues reach engineering with the details they need.
- Makes shift handovers more complete and consistent.
- Clean-to-ready time
- Compare status-change timestamps in your PMS before and after launch.
- Guests waiting for rooms
- Count early-arrival guests who waited for a room each week, from front desk logs.
- Maintenance response time
- Track time from report to fix in your maintenance log, month on month.
Before you start: Note how room status reaches the PMS today and how long it takes. Record a week of maintenance requests and their completion times.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
Running costs
The build price is one-time. Running AI Hotel Operations Assistant afterwards costs roughly $50 to $250 a month in your own accounts for AI model usage and hosting, on top of whatever PMS or task-management plan you already pay for. AI usage during the build and testing is billed the same way, directly to your accounts, so every provider relationship stays yours.
Ask about running costsCustom requirements
If your assignment rules or maintenance workflow go past the Scope Card, add a note at checkout. You get a written Change Quote, and that work only starts once you accept it. Your original order runs on its normal timeline either way. Larger or bespoke projects go through the Custom AI request form instead.
Request a custom versionKeep it running
Monthly maintenance covers monitoring, fixes and change hours for a new assignment rule, a seasonal staffing change or an adjusted priority-clean threshold. It starts after the 30 days of support and can be cancelled any month.
$295/mo (5% of the build price a month, includes 2 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance worksHow this compares
| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A housekeeping-management app charges a recurring per-room monthly fee | A custom hotel-ops build is quoted after discovery | Ours is one fixed price, shown on this page before you buy |
| Scope | A generic task app does not update room status inside your PMS | An agency agrees scope during the project | Ours writes room status directly into your PMS |
| Delivery | A housekeeping app still needs real PMS integration before it is useful | An agency build usually takes several weeks, set per project | Ours has a fixed delivery time shown before you buy, with faster options |
| Handover | Most task tools leave the shift summary for someone to write by hand | An agency deliverable depends on what was agreed | Ours compiles the shift handover automatically |
Questions about this product
How much does AI Hotel Operations Assistant cost?
The build is a single fixed price, paid once and shown for each delivery speed in the price and delivery panel on this page. It covers everything on the Scope Card: one staff channel, two connected systems such as your PMS and maintenance tool, six workflows with your assignment and priority rules, testing and a recorded handoff session. There is no per-room or per-ticket charge from us.
Does it actually update room status in my PMS?
Yes. When a housekeeper reports a room clean through the channel you set, the agent writes that status change, dirty to clean to inspected, directly into your PMS, so front desk and any connected systems see it immediately rather than waiting for someone to log it separately by hand.
What does AI Hotel Operations Assistant cost to run each month?
Running it afterwards costs roughly $50 to $250 a month in your own accounts for AI model usage and hosting, on top of whatever PMS or task-management plan you already pay for. There is no separate platform license on top of that figure. The exact cost depends on room count and how many tasks it routes.
What access does AI Hotel Operations Assistant need to my systems?
We need admin or API access to your PMS and any maintenance or task-management tool, sandbox or test records if available, shared by adding our team as a user or creating a key you control, never by email. Your assignment rules and ten real housekeeping or maintenance reports let us build routing logic that matches how your property actually runs.
Can we add new assignment rules or staff later?
Yes. Adding a new assignment rule, adjusting a priority-clean threshold, or onboarding new staff usually fits inside the monthly change hours included with maintenance. Adding a genuinely new workflow beyond the six in scope, or a third connected system beyond the two included, goes through a Change Quote agreed before that work starts.
Can we cancel AI Hotel Operations Assistant maintenance later?
Yes. Maintenance runs month to month with no lock-in, so you can cancel any month once the 30 days of included support has ended. Unused hours do not roll over. Bigger changes, such as a new workflow, go through a Change Quote.
How is AI Hotel Operations Assistant different from AI Hotel Guest Support Agent?
AI Hotel Guest Support Agent answers questions and routes requests that guests raise themselves during their stay. This build faces the other direction: it coordinates your own housekeeping and maintenance staff, room status, task assignment and shift handovers, and guests never interact with it directly at any point. Some properties run both together.
Keep room status, maintenance and handover current, automatically.
Order AI Hotel Operations Assistant and it updates room status, routes maintenance and compiles handovers, live on a fixed delivery date.
Works well with
Hotels & Hospitality
AI Hotel Guest Support Agent
Handles pre-arrival and in-stay guest questions across channels.