ProductionVerified Real deployment at a named or precisely described company, with a measured result from a primary source.

AI-drafted SOPs and work instructions from existing documents

Added 2026-10-12 · Last updated 2026-10-14

Role

Production · Typical users: production or CI engineer

The problem

Procedures live in old PowerPoints, binders and office folders, not at the machine. Writing a proper step-by-step work instruction by hand means capturing photos or video, editing and typing every step, so documents fall behind the process. When an audit comes, quality teams scramble: a precision tooling maker faced an ISO recertification audit with only weeks to prepare and night-shift operators who could not quickly find procedures.

Step by step

1. List the procedures auditors and new operators need most and where each one lives today (slides, binders, manuals, tribal knowledge).
2. Agree on one template: purpose, scope, safety and PPE, tools and materials, numbered steps with one action each, quality checks, and revision block.
3. Feed the AI one source at a time (slides, manual chapter, transcript of an expert explaining the job) and ask for a draft in the template.
4. Have the expert walk the job with the draft in hand, correct it and add photos of your actual equipment.
5. Approve and publish through your document control so there is one current version, with revision and approver recorded.
6. Put it at the point of use (tablet or QR code at the machine) and ask operators to flag steps that do not match reality.
7. When a process changes, update the source and regenerate only the changed steps, then re-train the people affected.

Tools

• Dozuki (CreatorPro AI): used at the precision tooling maker
• Tacit AI: used at Maximal Group
• Other work-instruction platforms with AI authoring: Azumuta, SwipeGuide, Augmentir, Poka, Tulip
• Any LLM (ChatGPT, Claude, Copilot) with the prompt below for a first draft from text

As reported by the source; most figures are vendor or self-reported and not independently verified.

Human review: cautions

• Results are vendor-published. Measure your own authoring time before and after.
• AI drafts sometimes invent plausible steps. Every instruction must be checked by someone who does the job.
• Safety-critical steps (lockout, confined space, chemicals) must follow your regulations and be approved by EHS.
• Keep documents under document control; uncontrolled AI copies are an audit finding.

You are a manufacturing engineer drafting a standard work instruction. Input: [existing slides / manual excerpt / OEM document / video transcript with timestamps / interview transcript], task [ ], machine [ ], audience [new operators], and the existing document if any.
1. Steps table: step | what to do | key points | reasons why | safety and PPE | quality check and acceptance criteria | tools and materials | photo or clip needed (timestamp or page).
2. Mark each item STATED or INFERRED, with the source page, slide or timestamp. Mark anything not stated or shown as [CONFIRM].
3. Place warnings before the step they apply to.
4. List contradictions, missing steps, and 10 questions for the expert or supervisor.
5. Add a revision block (version, author, approver, date) and leave the approver blank.
Use only the input. Do not add torque values, settings or PPE that were not stated. Draft for review; do not publish. Use only the data I paste in; if something is missing, write 'not found' or list it as a question instead of guessing. Do not send, order, post or change anything in any system: produce drafts for my review and approval.

Sources

• https://www.dozuki.com/customers/precision-tooling-manufacturer
• https://tacitx.ai/case-study/maximal-group/