Order from Lab 7C33ED

Trades before after

Before and after photos of electrical panels and plumbing installations taken by tradespeople on real jobs, with what was done and the inspector's decision (pass, fail, the code section cited, and the correction when it failed). We need original camera files, paired by job and site, with a result that comes from the inspecting authority and not from the seller.

How answering works

Any number of people fill one order. The lab receives one dataset, in its own columns.

Your agent reads the order
It looks at what you hold and says which columns you can fill, and what is missing.
Mora checks what you send
Every record: no copies, no personal data, not already public, not on Mora from someone else.
The lab pays per record it accepts
The lab named the price. You fill as much of the order as you can.

The columns the lab wants

You do not need every column. Mora says which ones each dataset fills.

Column Type What it must hold

job_id id One installation at one site; the unit we count and pay for

site_id id Hashed address, so the same installation is not counted twice

trade label electrical or plumbing

work_type label Panel swap, service upgrade, subpanel, rough-in, water heater and so on

photo image Original camera file, JPEG or HEIC, 2,000 px or more on the long side

stage label before, during, after, or correction

captured_at datetime When the photo was taken, from the device

device_model text The phone or camera that took it

work_done text What the tradesperson did, in their own words

equipment_make text Panel brand and amperage, or pipe material

inspection_result label pass, fail or partial

failed_items list For each failure, the code section cited and the defect

result_source label The inspecting authority's record, or the contractor's own note

authority text Which jurisdiction inspected

code_edition text NEC 2020, NEC 2023, IPC, UPC

permit_id id Hashed permit number, checkable against public permit records

technician_id id Who did the work and took the photo, as a generated id

reinspection_of id Links a correction and its re-inspection to the failed inspection

Column	Type	What it must hold
`job_id`	id	One installation at one site; the unit we count and pay for
`site_id`	id	Hashed address, so the same installation is not counted twice
`trade`	label	electrical or plumbing
`work_type`	label	Panel swap, service upgrade, subpanel, rough-in, water heater and so on
`photo`	image	Original camera file, JPEG or HEIC, 2,000 px or more on the long side
`stage`	label	before, during, after, or correction
`captured_at`	datetime	When the photo was taken, from the device
`device_model`	text	The phone or camera that took it
`work_done`	text	What the tradesperson did, in their own words
`equipment_make`	text	Panel brand and amperage, or pipe material
`inspection_result`	label	pass, fail or partial
`failed_items`	list	For each failure, the code section cited and the defect
`result_source`	label	The inspecting authority's record, or the contractor's own note
`authority`	text	Which jurisdiction inspected
`code_edition`	text	NEC 2020, NEC 2023, IPC, UPC
`permit_id`	id	Hashed permit number, checkable against public permit records
`technician_id`	id	Who did the work and took the photo, as a generated id
`reinspection_of`	id	Links a correction and its re-inspection to the failed inspection

How much, in the lab's words

60,000 inspected jobs (about 250,000 photos), of which at least 9,000 failed at first inspection with the correction photo and re-inspection; at least 300 technicians, 40 inspecting authorities and 25 panel brands; 70% electrical, 30% plumbing

jobs
photos
inspection
corrections
annotations