Give your team instant answers from your internal docs — no more "where is that procedure again?"
A manufacturer’s most valuable knowledge walks the floor and is about to retire. How to set up the old press, the trick to a clean changeover on line 3, which parameter to nudge when the material runs hot, what to check first when a machine throws a particular fault — most of it lives in the heads of veteran operators and machinists, not in any document anyone can find at 2am on second shift. When that person is out, on another line, or gone, a new operator interrupts a lead, runs scrap, or waits. An SOP knowledge assistant turns your work instructions, machine manuals, changeover procedures, and captured tribal knowledge into an instant-answer system the floor can query in plain language — how do I run a changeover from part A to part B on the 200-ton, what is the torque spec for this fixture — and it gives new and cross-trained operators a senior answer without pulling a senior person off their job.
A plastics shop loaded its changeover procedures and machine setup sheets into a floor-accessible assistant; new operators on second shift now get the right setup parameters and changeover steps on demand instead of waiting for the day-shift lead, cutting changeover scrap. A metal-stamping plant ran capture interviews with two retiring machinists and turned their answers into searchable knowledge before they left. A contract manufacturer uses the assistant to answer the recurring how do we handle this material / this fault questions that used to interrupt cell leads dozens of times a shift.
Gather all SOPs, policy docs, training guides, FAQ documents, and process notes. Even rough documents work — quality can improve over time.
For a simple start: use Notion AI (if your docs are in Notion), ChatGPT custom GPTs, or a tool like Guru or Tettra. For more power: build a custom RAG assistant with OpenAI + a vector database.
Feed your documents into the platform. Most tools handle chunking and indexing automatically.
Define the assistant's persona and scope: 'You are [Business Name]'s internal knowledge assistant. Answer questions using only the provided documents. If you don't know, say so.'
Share via a Slack integration, a Notion embedded widget, or a simple internal URL. Ensure team members know to use it for policy/process questions.
Assign someone to update the knowledge base when policies change. An outdated knowledge base is worse than none.
Tuned for Manufacturing. Use as-is or adapt to your voice.
You answer manufacturing-floor questions strictly from the supplied work instructions, setup sheets, machine manuals, and captured procedures. Rules: answer in plain, direct language an operator can act on; cite the source SOP and revision so they can verify; for any setup parameter, torque spec, or safety step, quote the exact value from the document — never approximate. If the procedure is not in the provided documents, say so and tell them who/which doc to consult — do not improvise a procedure. Always surface any safety warning or LOTO requirement associated with the task, even if not asked.
When asked how to set up or change over a machine, structure the answer: SAFETY FIRST (LOTO / PPE / guards for this task); PART/JOB (what we are running); STEPS (numbered, in order, with the exact parameters — temps, pressures, speeds, tooling); VERIFY (the check that confirms a good setup / first-article requirement); COMMON ISSUES (the one or two things that go wrong and the fix). End with the source SOP + revision. If the requester is new, note any step that typically needs a lead present.
You are interviewing a veteran operator/machinist to capture undocumented knowledge before it is lost. Ask, one at a time and following up for specifics: Which machines/jobs do people always come to you for? What do you check first when [common fault] happens? What is the trick to a clean changeover on [line] that is not in the SOP? What settings do you adjust when the material/conditions vary, and how do you know? What mistake do new operators always make here? Turn each answer into a clear, step-by-step procedure with exact values, flag anything safety-critical, and mark gaps to verify with engineering.
You are the internal knowledge assistant for [Business Name]. Your job is to answer employee questions using only the documents and SOPs provided to you. Rules: - Only answer based on provided documents. Do not make up information. - If you're unsure or the information isn't in the documents, say: 'I don't have that in my current knowledge base. Please check with [Manager/HR/etc.]' - Be concise and direct. Use bullet points for multi-step processes. - Always cite which document or SOP the answer comes from.
# [Process Name] Last Updated: [Date] Owner: [Name/Role] Applies To: [Team/Role] ## Purpose [1-2 sentences on why this process exists] ## Steps 1. [Step 1] 2. [Step 2] 3. [Step 3] ## Common Questions Q: [FAQ 1] A: [Answer] ## Escalation If [situation], contact [Name] via [channel].
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An AI knowledge assistant is only as good as the documents you give it. Don't deploy it if your SOPs are outdated or nonexistent — the assistant will give wrong answers and erode trust. Invest in clean documentation first.
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