AI & Simulations
AI Training Simulations: The L&D Leader's Guide
What AI training simulations are, how they compare to live role-play, VR, and branching scenarios, what they cost in 2026, and how L&D leaders keep them accurate and safe.
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FREE PATHWAY
If someone on your team has been talking about AI-powered practice, or you are evaluating it yourself, this shelf is the orientation I would give you in a meeting. It is not a course. Read the guide first, then pull whichever briefing matches the decision in front of you.
Built if you hire or manage instructional designers.
What AI training simulations are, what role-play practice looks like, and when it works.
What AI training simulations are, how they compare to live role-play, VR, and branching scenarios, what they cost in 2026, and how L&D leaders keep them accurate and safe.
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AI role-play simulations let employees rehearse high-stakes conversations with realistic AI characters. Here is when they outperform branching scenarios, and when they are the wrong tool.
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Whether to build or buy, how to evaluate the tools, and the ROI case you will need to defend the spend.
Should your L&D team build AI training simulations in-house or buy a tool? The honest build-vs-buy math, the evaluation criteria that matter, and a two-week pilot plan.
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How to make the ROI case for practice-based training and AI simulations: the research, the measurement framework, and how to structure a pilot that proves impact.
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What your team actually needs to launch AI practice and keep it good after the pilot.
What an L&D team actually needs to roll out AI training simulations: roles, a 30-60-90 day plan, quality ownership, and the failure modes to avoid.
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This pathway is a curated path through the library. For the definitive, most complete version of this material, read the full guide: AI Training Simulations: The L&D Leader's Guide.
devlin.ai is my AI simulation builder, and it is where everything in these briefings comes from: real deployments, real practice data, and real rollouts with teams like yours. If you want to see it against your own use case, the demo takes minutes. For the category itself, my guide to AI training simulations is the definitive reference.