AI Expectation Gap in Learning Technology Highlighted by Global L&D Survey

A survey of more than 500 learning‑and‑development (L&D) buyers and vendors shows artificial intelligence is reshaping the learning technology market. Vendors are rapidly adding AI features such as automated content generation, predictive analytics and workflow automation, while L&D leaders are increasingly focused on measurable business value, learner outcomes, trust and usability. This divergence has created an "expectation gap" between what buyers need and what providers are building.

Separately, a detailed evaluation of AI tools for instructional design found that Claude, Anthropic’s large‑language model, best addressed the specific friction points faced by designers—tight timelines, large‑scale audiences, complex source material and high‑stakes accuracy. The analysis argues that successful AI adoption requires a thinking‑partner approach rather than a simple content‑generator, underscoring the broader market tension between AI capability and real‑world impact.