Developed by Ohara Labs
Standard work review · Aug 12, 2026
Factory evidence review

Standard work checks, tied to video.

Checks work from the written standard, day one, with little to no training per task.

Timestamped playback
Select a marker to review the visible event.
00:00.0
00:00.000:00.00 of 0 so far
Operation sheet and existing camera feed enter a verification harness, producing happened, did not happen, or not observable, then a structured record
TASK 01 · TORQUE COUNT

Count visible wrench engagements

Prompt
Watch this video. Count every distinct wrench-to-bolt engagement you see
and give me the timestamp when each one completes.
Do not infer bolt identity, tool setting, or delivered torque from pixels;
if a field is not visible, return NOT_OBSERVABLE and name the evidence needed.
Return: { "engagements": [ { "n": ..., "t": "m:ss" } ], "torque_value": ..., "verdict": ... }
Structured output
{
  "engagements": [
    {"n":1,"t":"0:07"},{"n":2,"t":"0:18"},{"n":3,"t":"0:23"},
    {"n":4,"t":"0:29"},{"n":5,"t":"0:57"},{"n":6,"t":"1:08"},
    {"n":7,"t":"1:25"},{"n":8,"t":"1:55"},{"n":9,"t":"2:00"},
    {"n":10,"t":"2:10"},{"n":11,"t":"2:22"}
  ],
  "torque_value": "NOT_OBSERVABLE",
  "evidence_needed": "tool telemetry",
  "verdict": "VERIFIED_WITH_REFUSAL"
}
TASK 02A · SEAL REBUILD, USING LIVE CHECKLIST

Verify the released operation sheet

Prompt
Here is the operation sheet for this job (5 steps below).
Verify whether each step happens, in order, and give me the timestamp
when each one completes. If a step cannot be judged from this camera,
return NOT_OBSERVABLE with the reason.
Steps: 1 remove the old seal · 2 clean and dry the gland ·
3 present the new rod seal · 4 seat the rod seal in its groove ·
5 install the outer seal.
Return: { "steps": [ { "step": ..., "done": ..., "t": "m:ss" } ], "verdict": ... }
Structured output
{
  "steps": [
    {"step":1,"done":true,"t":"0:30"},
    {"step":2,"done":true,"t":"0:58"},
    {"step":3,"done":true,"t":"1:51"},
    {"step":4,"done":true,"t":"2:28"},
    {"step":5,"done":true,"t":"2:48"}
  ],
  "verdict": "VERIFIED"
}
TASK 02B · SEAL REBUILD, GENERATING LIVE TRANSCRIPT

Watch first, then write the work record

Prompt
Watch this video with no checklist. Describe what is happening live,
one short line every few seconds. Then decide the main sections of the
work yourself and give each a title and completion timestamp.
Return: { "transcript": [ { "t": "m:ss", "line": ... } ],
          "sections": [ { "title": ..., "completed": "m:ss" } ] }
Structured output
{
  "transcript_lines": 98,
  "transcript_source": "live_transcript.json",
  "sections": [
    {"title":"Removing inner seal that is damaged","completed":"0:30"},
    {"title":"Cleaning and drying the gland bore","completed":"0:58"},
    {"title":"Presenting the new blue rod seal","completed":"1:51"},
    {"title":"Working the blue seal into its groove","completed":"2:28"},
    {"title":"Pressing the black outer seal into place","completed":"2:48"}
  ]
}
TASK 03 · CELL SETUP

Check the two visible setup conditions

Prompt
Check this cell against the setup protocol: the component is seated on
its stand in the correct orientation inside the marked staging position,
and the required tools and bolts are staged on the adjacent cart.
Tell me when each condition is met, and flag any condition that is not,
with the timestamp. Return: { "checks": [ { "condition": ..., "met": ...,
"t": "m:ss" } ], "verdict": ... }
Structured output
{
  "runs": [
    {"run":"A","checks":[
      {"condition":"component seated on stand","met":true,"t":"0:00.5"},
      {"condition":"required tools and bolts staged","met":true,"t":"0:07.6"}
    ],"verdict":"VERIFIED"},
    {"run":"B","checks":[
      {"condition":"required tools and bolts staged","met":false,"t":"0:00.5"}
    ],"verdict":"DEVIATION"}
  ]
}

Standard work checks

Restricted preview · Aug 2026