Hospitality · Build A Product
AI systems to build a product in hospitality.
What should exist that doesn't yet?
The bottleneck
Bookings are rented from platforms, and enquiries go cold overnight.
What matters here
Guests · Bookings · Experience · Reputation · Repeat business
A property turns direct bookings and guest content into its main growth engine.
The machines we put in
SYS-06 · SYS-03 · SYS-05
SYS-06 Product Build
From prototype to a live product with AI inside it, not bolted on.
- Trigger
An idea that needs to exist by a date
- Agent 01
Prototype the core loop in days
- Agent 02
Instrument usage from the first build
- Agent 03
Ship, measure, cut what nobody uses
- Agent 04
Hand over a system your team can run
- Human check
You own the roadmap; we own the velocity
- Output
Software in market, not in slides
SYS-03 Ops Agents
The repeated internal work runs itself and reports when it doesn't.
- Trigger
A form, an inbox, a spreadsheet row, a scheduled hour
- Agent 01
Read the request and classify intent
- Agent 02
Pull the data from the systems of record
- Agent 03
Execute the action or draft the document
- Agent 04
Log the run and flag exceptions
- Human check
Your team handles only the exceptions
- Output
Hours back per person, per week
SYS-05 Customer Agent
An assistant that answers like your best team member and hands over cleanly.
- Trigger
A customer asks anything, anywhere you sell
- Agent 01
Ground the answer in your real content
- Agent 02
Resolve, quote or book inside the chat
- Agent 03
Escalate with full context when it should
- Agent 04
Learn from every unresolved question
- Human check
Your team sees only what needs a human
- Output
Faster answers, fewer dropped buyers
The first build
- 01Test the idea
- 02Design the first version
- 03Build it
- 04Launch it
- 05Learn and improve
Related work
From platform dependency to direct bookings
A property with strong reviews and almost no direct demand.
Read the build →Take something with you
The Direct Booking Teardown
Find every point where a guest leaves your brand and books somewhere else.
Get it →