INDUSTRY SECTOR · NAICS 81
Repair, personal and other services data for AI
Choose the work you know. Each guide identifies a specific source relationship, a proposed model task and an original exercise with records and an answer key.
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Appliance model and parts compatibility records for AI
The last characters of a model number can change which spare part is supported.
Auto detailing surface comparison and task video for AI
Troveo publicly markets egocentric video of hands, tools and objects for physical AI.
Auto glass fitment and calibration evidence for AI
Two windshield variants can look alike while supporting different camera brackets.
Auto repair data for AI fault diagnosis and tool recognition
The most useful record in a repair bay can be the observation that rules out a wrong explanation.
Barber station setup and tool handling data for AI
A shop can show the difference between selecting a tool, setting it aside after use and completing a station reset.
Beauty salon color swatch and service version data for AI
A swatch can appear different because lighting changed, a different fiber was used or the sample was mislabeled.
Car wash cycle and water measurement records for AI
A wash operator can test whether software understands the difference between fresh intake, reclaimed flow and a combined reading.
Cemetery plot index and map revision data for AI
A section label can be repeated across maps or change between revisions.
Charitable goods donation and acknowledgment records for AI
An in-kind program may have a promised donation, an intake count and an acknowledgment with a different scope.
Civic club event motions and minutes data for AI
A club may put several event proposals on an agenda and approve a narrower version in the minutes.
Collision shop panel condition and repair evidence for AI
An estimate can name a repair zone that is hard to locate in a tightly cropped photo.
Commercial laundry and linen handling data for AI
A laundry workflow can teach a model how a bundle is sorted, tracked and inspected.
Conservation observation and validation records for AI
A volunteer’s observation and an expert’s later identification have different evidence.
Electronics bench-repair data for AI troubleshooting
An electronics repair example is useful when a visible symptom, a measurement and the verified root cause tell different parts of the story.
Footwear and leather repair condition data for AI
On a shoe or bag, surface marks, folds and worn edges can look similar in one photo.
Foundation grant milestone and report records for AI
A grant report may arrive by a deadline while the underlying milestone is still under review.
Funeral home price list and option records for AI
A family may receive an itemized price list, an estimate and a later selection record.
Furniture upholstery repair task video for AI
A reupholstery shop can show how a technician aligns a fabric edge with a frame and checks that the seam follows the intended reference line.
Garden equipment accessory fitment and repair video for AI
A repair counter can show the visible difference between two similar accessory fittings without filming a full repair.
Household employment schedule and time evidence for AI
A posted household work schedule can differ from the actual recorded time.
Human rights organization evidence classification for AI
A human rights group may separate a reported concern, corroborating material and language approved for publication.
Industrial laundry batch segregation and release data for AI
Industrial launderers can track a batch through collection, processing and return.
Industrial machinery repair verification and service release data for AI
A bench repair ticket may be complete while the equipment owner’s return-to-service approval is still pending.
Laundromat loading and unloading task video for AI
Physical Intelligence documents training and evaluation across tasks including laundry handling.
Musical instrument repair reference tone data for AI
A repairer can demonstrate whether an audible change tracks an adjustment or a changed recording setup.
Nail salon tool tray and workstation evidence for AI
An overhead image can show that a tray changed.
Oil change service and used-oil records for AI
A quick-lube shop may track what product went into a particular job and document removed oil in a separate shop record.
One-hour photo proof and fulfillment version data for AI
A fast photo counter can receive an order with a later crop correction while the original proof is still in the queue.
Parking garage space status and signage records for AI
A garage map can show a space even after a temporary closure changes current availability.
Pet service station workflows for AI task evaluation
A grooming or boarding team can demonstrate setup and cleanup with mock equipment.
Photo lab scan masters and derivative lineage data for AI
A lab may preserve a master scan and export a cropped or color-adjusted derivative.
Political organization disclosure and source version records for AI
A draft message and a released version may carry different disclaimer text.
Professional association guidance and publication version data for AI
A professional organization may issue a draft for comment before approving a later version.
Religious organization archive recording and permission data for AI
A congregation may have a recording it can publish and still need separate authorization for AI use of a guest’s voice, written text or music.
Social advocacy statement and endorsement records for AI
Coalition copy often passes through rounds of edits.
Specialized auto repair diagnostic and recheck data for AI
A transmission or brake specialist can show how a technician connects a reported symptom, a test result and a post-repair observation.
Tattoo studio supply label and lot evidence for AI
A studio can build an inventory evaluation around a label and a record that appears to name the same material.
Tenant association shared-area decision records for AI
A tenant group can use an original records exercise to distinguish a committee recommendation from an adopted decision about a shared area.
Trade association survey definitions and data basis for AI
An association can publish two similar-looking survey results based on different groups.
Union notice and meeting revision records for AI
A meeting notice may circulate before a correction changes a room or time.
Voluntary health organization educational material data for AI
A health charity may publish educational materials in several formats and update the approved wording over time.
Wedding planning schedule and vendor confirmation records for AI
When a timeline changes, a planner needs to know who received the revision and which vendors acknowledged it.
Weight management program materials and claim evidence for AI
A program may publish several versions of an overview with different eligibility language, activity descriptions or outcome claims.
Before preparing real records, review the sample and evaluation method and the applicable contributor terms.