AI & Simulations
AI Training Simulations: The L&D Leader's Guide
What AI training simulations are, how they compare to role-play, VR, and branching scenarios, what they cost in 2026, and how to 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 role-play, VR, and branching scenarios, what they cost in 2026, and how to keep them accurate and safe.
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AI role-play simulations let employees rehearse high-stakes conversations with AI characters. When they outperform branching scenarios, and when they don't.
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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? Build-vs-buy costs, evaluation criteria, a vendor comparison, and a pilot plan.
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The research behind practice-based training ROI, the formula and benchmarks finance teams ask about, and a 90-day pilot structure that proves impact. Free ROI calculator included.
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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 needs to roll out AI training simulations: roles, a 30-60-90 day plan, the security review, a day-90 readout, 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.