AI Hallucinations Guide & Verification Toolkit

Build a repeatable review process for AI-generated maritime QHSE content with a practical guide and two editable review records.

Who it is for

For maritime professionals checking AI-assisted drafts, analysis and documentation before use.

What you can do

• Recognise warning signs of unreliable AI outputs.
• Use the guide’s verification workflow and task checklists.
• Record checks and human approval in the companion workbooks.

Included in your download

4 files (2 PDF, 2 XLSX). Alternative PDF/editable formats are counted separately.

• AI Hallucinations Guide Toolkit v3 (PDF)
• AI Output Review Sheet v3.0 (XLSX)
• Human Sign Off Record v3.0 (XLSX)
• 99 Product Licence Terms (PDF)

Using the files

Download the ZIP and extract the files. PDF files require a PDF reader; editable files require compatible Word, Excel or PowerPoint software where those formats are included. Software subscriptions and facilitated services are not included.

Scope

This is a self-directed digital resource. Review and adapt the material to the task, company procedures and applicable requirements. It does not provide certification, regulatory approval or a guaranteed audit or inspection result. AI-generated outputs require competent human review.

Licence

For internal use by one purchasing legal entity across its own or operated vessels and offices. Internal adaptation is permitted. Redistribution, resale, group-company use and reuse for unrelated clients are not included. See the supplied licence. Updates and support are not guaranteed.

Printed option

Printed + Digital is available when paper copies are specifically required. It adds a fixed £199 supplement covering printing, binding and standard tracked UK postage. Estimated delivery is 4–6 weeks. UK delivery only at launch.