Amplify – The 2025 AI Engineering Report

Amplify surveyed hundreds of AI engineers to gather insights on their usage of models, technologies, and predictions for the future.

Some key findings include the popularity of OpenAI models for customer-facing applications, with 3 out of the top 5 models coming from OpenAI. Additionally, 70% of respondents are using RAG in some form, and over half are updating their models at least monthly. The report also notes a growing interest in audio applications, with 37% of respondents planning to incorporate it soon. It is revealed that the majority of agents in production have write access, often with human oversight, and some can act independently. The report promises more detailed insights to come, encouraging readers to delve deeper into the findings.