INDUSTRY FIELD GUIDE
Commercial property vendor work records for AI
A commercial property manager may receive a tenant request before the owner or facility team authorizes the vendor to do the work.
NAICS 531312 · Nonresidential Property Managers
A commercial property manager may receive a tenant request before the owner or facility team authorizes the vendor to do the work. Scale AI names property management as an enterprise data category. DOE Better Buildings resources discuss roles in leasing and tenant build-out. A manager can describe a single approval and completion workflow rather than exporting the property system. Scale Data Partnerships · DOE leasing and tenant build-out
Use a fictional suite and two practice work orders. Give one an approved access window, a confirmed completion, and a separate inspection note. Give the other an expired access authorization and a completion image that belongs to another order. Ask which status each source supports and which team must review the gap. Keep owner, tenant and contractor roles explicit.
Exclude tenant identities, building plans, access credentials, occupancy data, security schedules, and contractor contracts. Use simulated work orders and no access to a real property.
Describe a vendor work order sample
Original Fiund exercise
Work authorization, completion evidence and inspection are separate records
Two fictitious property work orders have role-specific approvals. The sample contains no real access window or building information and never authorizes entry.
| Record | Source | What it records |
|---|---|---|
| VW1 | Work order W-A | Owner role approves exercise window D1; vendor completion references W-A; facility review confirms that completion. |
| VW2 | Work order W-B | Old exercise window D0 expired; tenant request asks for further work, with no new owner approval. |
| VW3 | W-B photo attachment | Visible card says W-A. No W-B completion or facility inspection record supplied. |
Question for the model
Which order has a supported authorization-to-review chain, and which roles or records must resolve W-B's gaps?
Show the reference answer and checks
VW1 supports W-A's stated owner authorization, vendor completion and separate facility review. VW2's tenant request does not renew the expired W-B authorization. VW3 belongs to W-A despite its attachment location, leaving W-B completion and inspection unevidenced. Identify the missing owner authorization and relevant vendor/facility records rather than granting access or marking W-B complete from another order's image.
- Treating a tenant's request as the owner's renewed authorization.
- Using W-A's completion image to close W-B or conflating completion with inspection.
Fields to preserve
- Order identity and image card
- Links evidence to the correct job.
- Requester, authorizer and reviewer roles
- Preserves each party's recorded authority.
- Authorization validity and event states
- Makes an expired window and missing review explicit.
Test another case
Add a renewed W-B authorization without any completion evidence. The answer should resolve that stage alone rather than declaring the whole job finished.
Use simulated orders only. Exclude tenant identities, security schedules, access credentials, floor plans, occupancy information and contractor contracts.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.