AI & Innovation
How to Build a Safety Training Course or Deck With AI, Step by Step
Safety training has a production problem. The content itself is usually known: the hazard, the procedure, the standard that applies. What takes the time is turning it into something a group of people will sit through and remember. A 30-minute session on lockout/tagout or ladder safety can eat a full day of outlining, slide writing, speaker notes and quiz questions, and most EHS teams need dozens of these a year.
By Matthew Hart
CEO, Soter
Written for EHS managers and trainers who build safety training sessions. Product details follow the public Soter Help Center. This is not legal advice; whether a training session meets a specific requirement remains a judgment for the competent trainer accountable for it.
SoterAI can carry most of that production work. You bring the audience, the topic, your existing material and the standard, and it drafts the structure, the content and the trainer notes. This guide shows a workflow that keeps you in control of accuracy, which is the part that still belongs to a competent trainer.
Step 1. Decide what the session has to achieve
Before you open a chat, answer four questions. They become the inputs to your prompt.
- Who is in the room? New hires, experienced operators, supervisors, office staff. Reading level and prior knowledge change everything.
- What should they be able to do afterwards? "Apply a lock and verify zero energy on line 3" is a training goal. "Understand LOTO" is a topic.
- How long and in what format? A 10-minute toolbox talk, a 45-minute classroom session, a self-paced module.
- What has to be covered for compliance? The regulation, your internal procedure, any client or insurer requirement.
Step 2. Use the Training Materials prompt as your base
Soter's help center has a ready-made Training Materials prompt with placeholders for audience, topic, goal, delivery format, compliance requirements, duration and assessment method. It asks SoterAI for five parts: learning objectives, a content outline with real-world examples, interactive elements, recommended visual aids, and a summary with resources.
A filled-in version for a real session:
Create training materials for forklift operators with 1 to 5 years' experience at a distribution center. Topic: pedestrian interaction and blind spots. Goal: operators can name the three highest-risk interaction points on our site and apply our horn-stop-look rule at each. Format: 30-minute in-person session with a short practical walk. Compliance: OSHA powered industrial truck training requirements and our attached site traffic plan. Assessment: five-question quiz plus observed practical. Give me learning objectives, a content outline with real examples, interactive activities, slide-by-slide content with speaker notes, and a summary with references.
For shorter formats, the Toolbox Talk prompt is a better starting point. The full Prompt Library also covers SOPs, safety alerts and safety programs, which often feed into training.
Step 3. Attach your own material
Generic training is easy to find. Training that uses your site, your procedures and your incident history is what makes people pay attention. In SoterAI chat you can attach documents, photos and videos alongside your question (Using Chat). Useful attachments:
- Your existing deck, if you are updating an older version
- The written procedure or SOP the training is based on
- Photos of your own equipment, signage and work areas
- A de-identified summary of recent incidents or near misses on the topic
Then ask SoterAI to use them explicitly: "Use the attached traffic plan for the site-specific section and our two near-miss summaries as the real-world examples."
If you build training regularly for the same audience, set this up once in a project. Each SoterAI project has an Instructions tab for standing guidance applied to every chat in it, and a Sources tab for files the AI reads within that project (Working Inside a Project). Put your house style, audience profile and core procedures there and every new training request starts from the same baseline.
Step 4. Build in sections and review as you go
A full course in one request is hard to check. Work in passes:
- Objectives and outline. Review these first. If the outline is wrong, everything after it will be too.
- Slide content and speaker notes, one module at a time. Ask for a set number of slides per module and notes written for the trainer, in spoken language.
- Activities and assessment. Quiz questions, scenarios, a practical checklist. Ask for an answer key.
- Handout or trainer guide. A one-page summary participants can keep.
When SoterAI creates a document in chat, it opens in the SuperDoc Editor, where you can edit directly or ask for precise changes in chat, then export to DOCX or PDF. On Enterprise plans, publishing the final version to Data Sources lets SoterAI reference it in later work, for example when you build a refresher course next year.
A refinement prompt that works well at this stage:
Review module 2 as an experienced trainer would. Cut any slide that repeats an earlier point, make every speaker note something the trainer can say out loud in under a minute, and add one discussion question that uses our near-miss on dock 4.
Step 5. Get the slides into your format
Most organizations present from their own branded template. The practical route is to take the slide-by-slide content and speaker notes from SoterAI and place them into your template, or to attach the template and ask SoterAI to follow its structure and headings. The help center documents DOCX and PDF export from the editor; if you need a different file type, confirm what your plan supports with your Soter contact.
Where the limits are
- Regulatory content needs a source. Ask SoterAI to cite the specific standard or section for every compliance point, then check each one. Training that misstates a requirement is worse than no training.
- Jurisdiction is easy to get wrong. State plans, provincial rules and national regulations differ. Name your jurisdiction in the prompt and confirm it in every cited reference.
- Statistics and examples need verification. Any fact or figure from outside your own material should be traced to its source before it goes on a slide.
- Long requests can come back incomplete. Building module by module keeps outputs complete and reviewable.
- Formatting is a review step. Check that exported documents open cleanly and that layout survives before you send them to trainers.
What the trainer or EHS lead should check
- Every compliance statement matches the current regulation and your procedure. Read the cited section yourself.
- Site-specific details are correct. Equipment names, locations, rules and contacts.
- The level fits the audience. Ask someone from the target group to read three slides.
- The assessment tests the goal. If the goal is a skill, the assessment needs a practical element.
- Incident examples are de-identified and approved for use.
- Records are in place. Attendance, trainer qualification and assessment results are documented the way your program and regulator require.
A practical starting point
Pick the training you have to deliver next month and already dread rebuilding. Run Step 2 with your existing material attached, review the outline before anything else, and build one module at a time. Track how long it takes you compared with the last version. That number is the case for using the same workflow on the rest of your training calendar.
Sources
- Soter Help Center: Training Materials (prompt)Source for the prompt placeholders and the five parts the prompt asks SoterAI for. Checked 25 October 2026.
- Soter Help Center: Toolbox Talk (prompt)Source for the shorter-format starting prompt. Checked 25 October 2026.
- Soter Help Center: Prompts OverviewSource for the Prompt Library coverage of SOPs, safety alerts and safety programs. Checked 25 October 2026.
- Soter Help Center: Using ChatSource for attaching documents, photos and videos in SoterAI chat. Checked 25 October 2026.
- Soter Help Center: Working Inside a ProjectSource for the project Instructions and Sources tabs. Checked 25 October 2026.
- Soter Help Center: The SuperDoc Editor in SoterAISource for editing in the SuperDoc Editor, DOCX and PDF export, and publishing to Data Sources on Enterprise plans. Checked 25 October 2026.
Keep attendance, trainer qualification and assessment results with the session. Open Training Records.