The housing lease regulation states that housing rental enterprises shall establish housing rental files and truthfully record the relevant information.
The same phrase "record truthfully," applied to an apartment vacant for six months, becomes who went in to look, and what they saw.
A caretaker holds dozens of properties. The notebook says "checked." Who pressed it, and when — all from memory.
And another sector is blunter still: the complaints book at one gym says "service attitude." At one driving school, the complaints register often says "service attitude" as well.
Put this week's five items side by side and they aren't five sectors' problems. They're one recording habit appearing in five places.
The outside already requires either "record truthfully" or "put it in the contract." The inside writes "checked" or "service attitude."
Five Sectors, One Notebook That Says Four Words
| Sector | What the outside requires | What the inside actually writes |
|---|
| Property management | Enterprises shall establish rental files andtruthfully record relevant information | One photocopied inspection sheet for everything; notebook says "checked," and who pressed it is memory |
| Yoga & fitness studios | Prepayment requires a written contract specifying how the prepayment is refunded and what counts as breach | Sessions remaining, validity period, and booking records sit in three places— front desk, instructor, finance |
| Travel agencies | Itinerary, vehicle, meals, meeting times must be typed into a sheet the customer can read | Passport expiry is checked by eye; missing one is often found on departure day |
| Flower & plant retail | Public survey: loss rates in the flower distribution chain run 10% to 15% | Arrival date, how many days it can still hold, whether it went into the fridge — nobody writes it down |
| Long-term rentals | Rental files record truthfully; roughly 80% of tenants accept five years or more | The property sheet has two columns, layout and rent. Vacant or occupied — unmarked |
The gap looks the same in all five: nobody is missing a sheet. The columns that already have a rule behind them got written as a few words.
And the external requirements in these five sectors get more specific all the time:
- Housing lease regulation: enterprises shall establish housing rental files and truthfully record relevant information
- The Consumer Association's report notes that prepaid consumption problems concentrate in education and training, entertainment and fitness, and beauty and hairdressing; the regulations require a written contract when prepayment is taken, specifying how it is refunded and what counts as breach
- The Ministry of Culture and Tourism's statistical bulletin: over 64,000 travel agencies nationwide, with more than 560 billion in annual revenue; in the same year those 64,000-plus firms together earned only 3.78 billion in operating profit
- A public survey puts flower loss rates in the chain from origin to store at 10% to 15%
- A public industry survey finds roughly 80% of tenants accept terms of five years or more, and the longer the term the harder it is to settle in one go; the same survey names the top three things that drive renewal: repair response speed, property quality, and cleaning frequency
And the work all five sectors need to do is actually the same thing: sorting.
Which units to inspect first ──→ Which classes first ──→ Whose documents first ──→ Which area first ──→ Which listings to show
↓ ↓ ↓ ↓ ↓
machines produce inspection machines produce a timetable machines produce the machines produce a machines produce a
sheets by unit state, lease by instructor slots, class itinerary draft and a delivery sheet by matching list by layout,
milestone, inspection record capacity, card balance checklist from itinerary order time, stem rent range, move-in date
humans decide when to knock humans decide whether to elements, document life, route order humans decide which to show
whether to warn the tenant swap shifts, cross-store expiry, meeting times humans decide substitute first, price
One: Property management — "record truthfully," applied to a flat vacant six months
The housing lease regulation states that housing rental enterprises shall establish rental files and truthfully record relevant information.
The same phrase "record truthfully," applied to an apartment vacant for six months, becomes who went in to look, and what they saw.
A caretaker holds dozens of properties. The notebook says "checked." Who pressed it, and when — all from memory.
The inspection sheet is one photocopied page used for everything. It doesn't distinguish whether anyone lives there or how many months are left on the lease.
A tenant reports a leak. Who goes first, whether to bring materials, whether the landlord has to approve — the caretaker asks around in a group chat.
How long one inspection takes, how many days a repair takes to close — not on the public page.
Scheduling inspections and prioritising them was always computation. Machines produce inspection sheets by unit state, lease milestone, and inspection record — occupied, nearing expiry, and vacant go on three different sheets.
Repairs are prioritised by impact, with leaks and tripped breakers pushed to the top, and whoever attended and whether it's finished stay on the same ticket.
When to go over, whether to warn the tenant first, whether the landlord pays — the caretaker decides.
Two: Yoga & fitness — sessions remaining, validity, and bookings in three places
The Consumer Association's report notes that prepaid consumption problems concentrate in education and training, entertainment and fitness, and beauty and hairdressing.
The regulations also require a written contract when prepayment is taken, specifying how the prepayment is refunded and what counts as breach.
How many sessions are left on this card, which month it runs to, whether it works at another store — the member asks once, and the front desk searches once.
Instructors' slots are on a whiteboard: who's full, who swapped shifts, which room is free — all maintained by erasing and rewriting.
Sessions remaining, validity period, and booking records sit in three different places — one with the front desk, one with the instructor, one with finance. When they disagree, someone reconciles it by hand.
How many classes a studio books a day, how many card refunds — not on the public page.
Scheduling classes was always computation. Machines produce a timetable from instructor slots, class capacity, and card balances — who's full and which session still has room, flagged directly.
A reminder the night before and again on the day, with sessions remaining and the expiry date landing on one ledger.
Whether to swap shifts, whether a package works across stores, what conditions trigger a refund — the manager decides. The machine doesn't rule.
Three: Travel agencies — passport expiry checked by eye, missing one found on departure day
The Ministry of Culture and Tourism's statistical bulletin: over 64,000 travel agencies nationwide, with more than 560 billion in annual revenue.
In the same year, those 64,000-plus firms together earned only 3.78 billion in operating profit.
One store takes one group. Itinerary, vehicle, meals, meeting times — the coordinator types them into a sheet the customer can read.
Customers send photos of their documents. How long the expiry has to run is scanned by eye, and missing one is often only found on departure day.
When the coach departs, who hasn't arrived, how the luggage gets loaded — the night before, it all runs on roll call in a group chat.
How many items an itinerary sheet covers, how long one last-minute change takes — not on the public page.
Producing the draft was always copying plus checking. Machines generate the itinerary draft and a checklist from itinerary elements, document expiry, and meeting times, item by item, down to the person.
Whose document is about to expire, which section nobody has checked, which day the meeting times don't line up — flagged and pushed to the top.
How the final itinerary is arranged, whether the group runs at all, whether it goes out under minimum numbers — the coordinator decides. The machine doesn't chase.
Four: Flowers and plants — 10% to 15% loss, and nobody writes the arrival date
A public survey puts flower loss rates in the chain from origin to store at 10% to 15%.
At the shop end, what time a bouquet reaches the customer and how long it sat in between — nobody records.
The order book is sorted by time. Orders from the same district and from two streets away are mixed together, and who does what first comes down to whoever is free.
Which day this bouquet arrived, how many more days it can hold, whether it went into the fridge — nobody at the counter writes it down, it depends on whoever handled the delivery.
At midday the orders bunch up. The cold-chain van can make one run, so flowers in another district sit in the shop and wait.
How many write-offs a store reports a day, which column compensation lands in — not on the public page.
Delivery order was always a scheduling problem. Machines produce a delivery sheet by order time, stem life, and route order — which district first, and what time it must leave.
Which day a bouquet is on, which order must beat a certain time — line by line on the sheet, with progress recorded at every stop.
What to substitute when one stem is missing, how much to compensate, whether to switch to a different flower — the store decides. The machine doesn't make promises on the customer's behalf.
Five: Long-term rentals — 80% will take five years or more, and the sheet has two columns
A public industry survey finds roughly 80% of tenants accept terms of five years or more, and the longer the term the harder it is to settle in one go.
The same survey names the top three things that drive renewal: repair response speed, property quality, and cleaning frequency.
All three of those live in the caretaker's mouth. The property sheet has two columns, layout and rent. Vacant or occupied — unmarked.
Which month a customer's contract expires, whether they'll renew — the caretaker flips through a paper ledger, and after finding it still has to phone to confirm.
Someone asks whether there's anything cheaper to see. Whether the caretaker shows first or asks about price first depends on the day's mood and who's on shift.
What share of stock is vacant, how many tenants renew on expiry — not on the public page.
Matching is comparison plus sorting. Machines produce a matching list by layout, rent range, and move-in timing — which listings to push first comes out of the sheet.
Contract expiry months get a separate sheet, with the ones approaching listed month by month, and the things to settle before renewal pulled out in advance.
Which unit to show first, on what terms, and how far the price can move — the caretaker decides. The machine doesn't quote.
Five Gaps, One Sentence
Laid out together, the five share a shape:
| Sector | What already exists | The missing column |
|---|
| Property management | Units, leases, inspection sheets | The sheet doesn't separate occupied / expiring / vacant; who checked is memory |
| Fitness studios | Instructor slots, class capacity, member cards | Sessions remaining, validity, bookings — three copies in three places |
| Travel agencies | Itinerary elements, meeting times | Document expiry scanned by eye |
| Flower retail | Order times, route order | Arrival date, stem life, fridge status — unwritten |
| Long-term rentals | Layout, rent | Vacant or occupied unmarked; contract expiry in a paper ledger |
And each of these five gaps has its external clock already written down:
- Housing lease regulation: truthfully record relevant information
- Prepaid consumption: a written contract is required when prepayment is taken, specifying how it is refunded and what counts as breach
- Travel agencies: 64,000-plus firms, 3.78 billion in operating profit for the year — and a missed document is found on departure day
- Flowers: 10% to 15% loss in the distribution chain
- Long-term rentals: roughly 80% accept five years or more, and longer terms are harder to settle at once
What this round is really about: the work all five sectors need is the same thing — sorting. And sorting needs one precondition: knowing what the current state of each item actually is.
- Property management: whether anyone lives there, and how many months are left on the lease
- Fitness studios: how many sessions are left, and which month it runs to
- Travel agencies: when this person's document expires, which section nobody checked
- Flower retail: which day this arrived, how long it can hold, whether it's been chilled
- Long-term rentals: vacant or occupied, and which month the contract expires
All five of those numbers exist in their own notebooks. None of them are on the sheet that gets sorted.
This Round's Judgement
Walking all five, this round's conclusion differs again:
Earlier rounds were about "the information is between two sections." This round is about "the record stops at four words."
- W41's pet services: six checkpoints between a dog walking in and walking back
- W43's cross-industry: property, government, eyewear, baby retail, parcel returns — one thing done wrong
- W44's cross-industry: five sectors, one sentence — "I'll decide"
- This round: five sectors, one notebook that says four words
And the problem with writing "checked" or "service attitude" isn't carelessness. Once those four words are written, nothing downstream can be sorted.
What machines take on here is one class of work: wire the columns that already exist into the sheet that actually gets sorted.
| Sector | The sheet machines produce | The sentence that stays human |
|---|
| Property management | Inspection sheets by unit state, lease milestone, inspection record | When to knock, whether to warn the tenant, whether the landlord pays |
| Fitness studios | Timetable by instructor slots, class capacity, card balances | Swap shifts, cross-store packages, refund conditions |
| Travel agencies | Itinerary draft and checklist by elements, expiry, meeting times | Whether the group runs, whether it goes out under minimum |
| Flower retail | Delivery sheet by order time, stem life, route order | Substitution, compensation, switching flower types |
| Long-term rentals | Matching list by layout, rent range, move-in date; expiry sheet | Which unit first, on what terms, how far price can move |
In all five the boundary looks nearly identical: machines sort order, people decide exceptions.
What We Can't See
These can only be answered inside each business:
- How long one inspection takes, how many days a repair closes, what share of units get missed
- Classes booked per day, and how often balance and validity disagree
- How many items an itinerary covers, and how long fixing a missed document takes
- Write-offs per store per day, and which column compensation lands in
- What share of stock is vacant, and how many tenants renew on expiry
These aren't shortcomings — they are part of the deliverable. The unknowns are themselves part of the deliverable.
The Takeaway
These five sectors are a long way apart, but the most expensive habit they share is the same: the housing lease regulation demands "truthful record," which on a flat vacant for six months becomes the word "checked" in a notebook; prepaid consumption demands a contract specifying how refunds work, while sessions remaining and validity sit with the front desk, the instructor, and finance; 64,000 travel agencies earning 3.78 billion in operating profit still check passport expiry by eye, and a missed one surfaces on departure day; flower loss runs 10% to 15% and nobody writes the arrival date; 80% of tenants will take five years or more, and the property sheet has two columns. Machines aren't taking anyone's job; they're wiring the columns that already exist into the sheet that actually gets sorted. What stays is when to knock and whether to warn the tenant, whether to swap shifts and whether packages cross stores, whether the group runs and whether it goes out under minimum, what to substitute and how much to compensate, which unit to show first and how far price can move. Shops still open, coaches still leave. But when the notebook says four words, everything downstream has to be asked one person at a time.
This assessment is based on publicly available information, is exploratory in nature, is not an internal audit, and does not represent the official position of the company in question.
Which industry should we break down next? Drop it in the comments — property services, homestays, pet funeral services, or whichever one finds "checked" hardest to trace afterwards.