Publishing courses with safety / compliance content
When you click Publish on a course, manabiQ may show you a warning if our AI has detected that the course covers any of these high-stakes topic areas:
- Workplace safety — PPE, hazardous materials, OSHA-style procedures
- Regulatory compliance — sector-specific rules and audits
- Healthcare — patient care, drug handling, medical procedures, HIPAA
- Finance — recordkeeping, anti-money-laundering, tax handling
- Food safety — handling, allergens, HACCP, kitchen hygiene
- Construction — site safety, equipment operation
- Legal — contracts, regulatory filings, jurisdiction-specific rules
- Data privacy — GDPR / CCPA / APPI handling, breach response
- HR policy — discrimination, harassment, termination procedures
This is not a block — you can still publish — but it's a reminder that mistakes in these areas can cause legal, regulatory, or physical-safety consequences for your team, and that the AI is not a substitute for a qualified expert.
Why the warning exists
manabiQ's AI generates content from the source documents you provide, plus general knowledge of the topic. It does not:
- Know your specific jurisdiction's current regulations
- Know your company's internal procedures, escalation chain, or emergency contacts
- Know recent regulatory updates after the AI's training cutoff
- Verify that procedures your source documents describe are themselves correct
The Terms of Service (§8 Customer Responsibility and §9 Limitation of Liability) make clear that you, the admin who publishes the course, are responsible for the final content's accuracy and regulatory fit.
Expert review checklist
Before clicking the Publish button on a flagged course, walk through this checklist:
1. Have a qualified subject-matter expert review every module
Depending on the topic, the right reviewer is:
| Topic | Reviewer |
|---|---|
| Workplace safety | Safety officer, EHS manager, certified safety professional |
| Healthcare | Licensed nurse, physician, pharmacist, or compliance officer |
| Finance | CPA, controller, or compliance officer |
| Food safety | ServSafe / HACCP certified manager |
| Construction | Site supervisor, OSHA-trained foreman |
| Legal | Licensed attorney in the relevant jurisdiction |
| Data privacy | DPO, privacy counsel, or certified privacy professional |
| HR policy | HR director or employment counsel |
If you don't have such a person on staff, hire a contractor for the review or skip publishing this course until you do. The cost of a 2-hour expert review is far below the cost of a single regulatory finding.
2. Verify alignment with the regulations that apply to you
The AI doesn't know:
- Your country / state / region — OSHA (US), HSE (UK), ISHA (Japan), and dozens more all overlap on workplace safety but differ in detail
- Your industry's specific framework — healthcare alone has HIPAA + FDA + state pharmacy boards + CMS
- Recent regulatory changes — anything updated after the AI's training cutoff
Cross-check every concrete claim, threshold, or procedural step in the course against the current version of the applicable regulation.
3. Add anything the AI couldn't infer
The AI only knows what's in the source documents you uploaded. It cannot include:
- Your company's specific emergency-response chain (who to call, in what order)
- Your physical site's specific layout (exit locations, equipment locations)
- Your company's escalation thresholds (when to stop work, when to call OSHA)
- Internal policies that aren't written down in the source materials
Edit those into the relevant modules before publishing.
4. Check the AI Confidence Report
The Confidence Report (shown on the /review page for each course) tells you which modules the AI was most/least confident about. Spend extra review time on the low-confidence ones.
5. Plan a refresh schedule
Regulations change. Set a calendar reminder to re-review and re-publish safety / compliance courses at least annually (or whenever you become aware of a relevant rule change).
After publishing
When you check the acknowledgement box and click Publish, manabiQ:
- Records the acknowledgement in the audit log (visible to your account admins) — this is your record of having completed the review
- Distributes the course to invited learners
- Begins tracking learner progress and quiz scores
The audit log entry is the legal record showing that, on this date, you (the named admin) confirmed expert review was completed before distribution.
What if you publish without expert review?
You can — there's no technical block — but you accept full responsibility for the published content under Terms of Service §8 and §9. manabiQ and BDNet LLC are not liable for downstream consequences.
If you're unsure whether your situation requires expert review, the safest path is: don't publish. Get the review first. Publish after.