“Just have Copilot write the NCR.”
It will, with a lot number, a cause and a disposition nobody gave it. Learn to give it your facts, forbid new ones and trace every line before MRB sees it.
AI AT WORK · AI FOR QUALITY TEAMS
Use AI on daily quality work
and stay in control.AI can write the NCR in seconds.
Be the one who knows what it made up.When your auditor asks where AI touches your QMS,
have the answer and the records.
Decide what may go into an AI tool, give it your facts, check every line and keep the record. Put AI to work on NCRs, CAPA, procedures, supplier follow-ups, complaints and audit prep, while a named person makes every call.
Show how you keep AI in check: a data gate, a traced NCR, an AI assistance record, the start of an AI use procedure and an assessed completion credential.
- About 6 hours
- No AI experience needed
- Reviewed final case study
- Lesson 1 free
THE AI IS ALREADY IN THE BUILDING
The draft reads well. That's the problem.
“It's an enterprise account. We can paste anything.”
Enterprise terms cover what the vendor does with your data, like not training on it. They don't clear ITAR drawings, CUI or customer data your contract restricts. Classify the data before any prompt.
“The auditor won't ask about AI.”
The ISO 9001 Auditing Practices Group published guidance for auditors on quality systems that use AI in May 2026. Have the procedure, the records and the error log ready to show.
WHY IT MATTERS NOW
AI is already doing quality paperwork. Training hasn't caught up.
47%
of 2,263 manufacturing managers and directors surveyed in early 2026 reported using AI in quality processes, up from 33% in 2025.
Source: Octave, Pulse of Quality in Manufacturing 2026, a vendor-commissioned survey (run by Censuswide) of managers and directors at firms with 1,000 or more employees in the US, UK and Germany.
When AI drafts an NCR, a summary or a procedure and gets it wrong, it's wrong in the same confident voice as when it's right, and the company owns the result.
In a May 2026 survey, 41% of manufacturers said they currently provide no AI-related training to frontline employees. Source: National Association of Manufacturers, Q2 2026 Manufacturers' Outlook Survey.
In April 2026, FDA told one firm that output from an AI agent must be reviewed and cleared by an authorized person in its quality unit. Different rules than AS9100, same lesson: AI drafts, a named person decides.
WHAT YOU BUILD
Leave with what an auditor may ask to see.
A data gate card
Which data may go into which tool, which never goes into any, and who at your site says yes for export-controlled data and CUI.
An AI assistance record
Ten fields for AI-assisted work that touches acceptance, release, disposition or a customer, a light log for everything else, and an AI error log.
An AI use procedure, started
Its eleven sections, from purpose and scope to periodic review, plus your answers to an auditor's AI questions, with the evidence for each.
Use fictional or authorized, redacted data to document your application. Employer recognition depends on your role and demonstrated results.
EARN IT. KNOW WHAT IT MEANS.
A verifiable record of assessed completion.
Complete the six labs and module reflections. Pass the 30-question final exam at 80 percent and an unseen final case study: a data gate, an AI-drafted record with planted errors, an AI assistance record, a procedure fix and five audit questions. A reviewer scores the case, usually within 5 business days. You need 16/20 on the case and 10/12 on its six decisions, with no unresolved critical error.
Three distinct exam versions, three attempts and a 24-hour wait after an unsuccessful attempt. The online exam is unsupervised.
Your name. The course. The assessment record.
The certificate records completion of this training and its assessments. It is not accreditation, a license or proof of competence; your employer decides who is competent.
Verify a QMS Learning certificate →PRACTICE WITH SUPPORT
Coach Q helps you check the AI, not trust it.
Your AI quality and compliance colleague asks where a line came from, points you back to the record and gives hints that get more specific each time you ask. Check its output against your records.
During the final case study it explains the task and helps you find your way around. It doesn't mark the errors or write your answers.
Illustrative practice exchange
You: The Copilot draft says the four parts were scrapped per MRB. MRB meets at 2. Can I send it?
Coach Q: Before it goes anywhere: what does the inspector's note say about those parts right now?
Coach Q: If the note says they're on hold, that line is the AI making MRB's call. Which other lines can you trace to the note, and which can't you?
PUT AI TO WORK
Let AI draft. Keep the call.
Give the tool four parts: the role and task, your facts, the format and the rules, including one that makes it write MISSING instead of guessing. Ask for a source line behind every claim, and run challenge and checklist prompts built from your own procedures.
Then trace every fact before anything reaches MRB, a supplier or a customer, set the review by risk and log what the AI got wrong. The lessons and labs work through NCRs, an 8D, a supplier corrective action, complaint themes and audit prep.
Tool-neutral, data first
It works with the AI tool your company approves. You can do every lab without one, using fictional sample outputs. At work, follow your company's written rules on what goes in.
PRIMARY SOURCES, PRACTICAL APPLICATION
Built on what regulators and auditors actually wrote.
The course works from the ISO 9001 Auditing Practices Group paper on auditing a QMS that uses AI (May 2026, guidance for auditors, which we paraphrase), FDA's April 2026 warning letter to Purolea Cosmetics Lab (its section on AI), NIST's Generative AI Profile (NIST AI 600-1), and the ITAR, EAR and CUI rules as published on eCFR.
These sources inform the course. Their authors do not accredit or endorse it. Nothing in the course is legal or export control advice.
Inside the course
The course, step by step.
About 6 hours, self-paced, in short sessions that fit your week.
Supervise it, don't sell it
Sort quality work into what AI can help with, what it can draft if a person checks it, and what stays with people, and show where AI use lands in your quality system. 2 lessons.
Data first
Classify the data before any prompt, and pick the allowed tool, no tool, or the person who has to say yes. 2 lessons.
Direct it
Write prompts that give the AI your facts, set the format and make it mark gaps instead of guessing. 2 lessons.
Check it
Check AI output by tracing every fact to its source, match the review to the risk, and log AI errors like nonconformities. 2 lessons.
AI on the daily work
Put AI to work on NCRs, CAPA, procedures, supplier follow-ups, complaints, audit prep and the numbers, while people find causes, decide and sign. 2 lessons.
Govern it, face the auditor
Write the core of an AI use procedure, keep risk-based AI assistance records, govern a pass/fail AI like a gage, and answer an auditor's AI questions with evidence. 2 lessons.
THE ITEMIZED OFFER
See the value, piece by piece.
Published prices for a related course, an expert-led governance course and a business AI plan give you reference points. Each priced line links to the provider and explains the differences. Checked October 15, 2026.
What comes with your QMS Learning course3 price references · $1,435
Six-module course with hands-on labs
Supervise AI, set data boundaries, direct it, check it, put it to work on NCRs, CAPA, procedures, suppliers and complaints, and govern it for the auditor. Six labs on one continuing fictional shop.
PRICE REFERENCE · NC State Industry Expansion Solutions, AI-Driven Manufacturing: Practical Productivity for Manufacturing Teams. A one-day, in-person course (7 hours) for manufacturing teams, with quality and continuous improvement professionals among its audience. Different curriculum and format.
reference price
An unseen final case study with reviewer scoring
Classify the data, fix an AI-drafted record with planted errors, write the AI assistance record, correct a procedure and answer five audit questions. A reviewer scores your work and the reasons for six decisions against a written rubric. If it needs another pass, you get specific feedback and a fresh case.
PRICE REFERENCE · BSI, ISO/IEC 42001:2023 AI Controls Implementation Training Course. One day, live online. It teaches AI management system controls, not AI use in quality work, and it is not a reviewer-scored case study: a reference for expert-led AI governance training.
reference price
Coach Q and AI-assisted quality documents
Your AI quality and compliance colleague supports practice and drafts from your facts (fictional, or authorized and redacted). Eight templates: data gate card, quality prompt pack, NCR write-up check, CAPA draft review card, AI output checklist and error log, AI assistance record, AI use procedure starter and audit prep pack. Check every line against your records.
PRICE REFERENCE · OpenAI, ChatGPT Business annual plan. $20 per user per month, billed annually; the plan needs at least two seats. A general-purpose AI workspace with different capabilities and limits; not included with QMS Learning.
reference price
Coached module reflections
Check your reasoning, name what you still don't know and decide who acts next.
Included in your QMS Learning course; no separate comparison amount added.
A 30-question final exam
Five questions on each of the six modules. Pass at 80 percent, with distinct retake versions and a 24-hour wait after an unsuccessful attempt.
Included in your QMS Learning course; no separate comparison amount added.
A verifiable assessed-completion certificate
Issued after the required labs, reflections, final exam and reviewer-scored final case study. Records training completion; it isn't a license or proof of competence.
Included in your QMS Learning course; no separate comparison amount added.
Study plan and focus timer
Plan study around your goal date and use focused sessions that follow you between course screens.
Included in your QMS Learning course; no separate comparison amount added.
Apply at work and continuing course access
Record an authorized application, actual results and redacted supporting evidence. Return to the lessons and course tools as your work needs them.
Included in your QMS Learning course; no separate comparison amount added.
Subtotal of the three listed reference prices$1,435
This combines one related course, one expert-led governance course and one seat-year of a business AI plan. The products have different scope, duration and credentials. The subtotal is a comparison reference, not a former QMS Learning price or a claim that the products are interchangeable. Taxes and provider prices may vary.
YOUR COMPLETE QMS LEARNING COURSE · PER PERSON, ONE TIME
$195
All eight items above are included. The three reference products are not. Course access and Coach Q come with your purchase; no separate subscription is required.
STRAIGHT ANSWERS
Know what you are earning.
Do I need AI experience or an approved AI tool?
No. Every lab works without an AI tool, using fictional sample outputs. If your company approves a tool, you can try the fictional practice text in it.
Which AI tools does it cover?
It's tool-neutral. The habits work in whichever chat assistant your company approves, such as Microsoft Copilot or ChatGPT. The course case uses a fictional company's Copilot account.
How long does it take?
About 6 hours of lessons and labs, at your own pace. Plan up to 90 minutes for the final case study, plus time for the 30-question exam.
What assessments are required?
Complete the six labs and module reflections, pass the 30-question final exam at 80 percent, and pass a reviewer-scored final case study at 16/20 with its six decisions at 10/12 and no unresolved critical error.
Does Coach Q do the final case study for me?
No. During the final case study it explains the task and helps you find your way around. It doesn't mark the errors, classify the data or write your answers. The online exam is not supervised.
Is this legal or export control advice?
No. The course shows what key ITAR, EAR, CUI and DFARS provisions say and how to route a question. Your export control officer or security lead decides whether export-controlled data or CUI may go into any tool. Your company's written AI rules cover the rest.
Will it make our quality system conform, or certify us?
No. It trains people. It makes no ISO, ISO/IEC 42001 or CMMC claim, and the certificate records assessed completion, not competence. Your employer decides who is competent.
Can my company pay?
Company-card checkout is available, and 5 or more people get 10% off every seat. For a quote or invoice, contact will@qmslearning.com. Check your employer’s approval criteria before purchase.
Is lesson 1 free?
Yes. Start the actual first guided lesson with a verified email, name and phone number, without a payment card.
YOUR NEXT STEP
AI drafts. A named person decides.
About 6 hours, self-paced. Classify the data, direct the tool, check every line and show the auditor how your team keeps AI in check.