Turn tribal knowledge into standard work instructions with AI
Your best operator knows the tricks that aren't written down anywhere. AI makes it fast to capture that knowledge and turn it into standard work that new people can follow, in any language, and to keep it up to date when the process changes.
The short answer
Record an experienced operator doing and explaining the job (video or voice is fine). AI turns the recording into a draft work instruction: steps, key points, reasons why, quality checks and safety notes, in your template. A supervisor and the operator check it at the station, you add photos, and it's published. When the process changes, you update it the same way in minutes instead of days.
Why standard work stalls without help
- Writing instructions takes engineers and supervisors away from the floor, so it gets postponed.
- The best operators are too busy to write, and what they know is hard to put into words.
- Documents go stale the moment the process changes, and people stop trusting them.
The workflow
- Capture. Film the task, or have the operator talk through it. Ask: what goes wrong, and how do you know it's right?
- Draft. AI produces the job breakdown: major steps, key points (quality, safety, technique) and the reason for each key point, in the Training Within Industry format if you use it.
- Verify at the station. Someone else follows the draft exactly while the expert watches. Fix what's unclear.
- Add visuals. Photos or short clips of each key point; annotate right vs wrong.
- Translate for your workforce, then have a bilingual team member check the result.
- Maintain. When a kaizen changes the method, record the change and let AI update the document and flag which training records need refreshing.
Worked example
Writing one work instruction by hand takes an engineer about 4 hours. With recording and AI drafting it takes about 1 hour including verification. For a plant with 60 stations that's around 180 engineering hours saved, and the documents actually get finished, which is the bigger win.
Keep it lean
- One page per task, pictures over paragraphs.
- Standard work is the baseline for improvement: update it every time a kaizen sticks.
- The operator who did the job should recognise it as their method, written down.
Common questions
Can AI write work instructions from a video?
Yes. It can transcribe and structure a recorded walkthrough into steps, key points and reasons. A person should always verify the draft at the station before it's used for training.
Does this work with the TWI job breakdown format?
Yes. AI can draft in the Training Within Industry format (important steps, key points, reasons) or in whatever template you already use.
How do we keep instructions up to date?
Make updating part of closing every kaizen: record the change, let AI revise the document, and review it at the station before publishing.