AdaptML is Dynamic Yield's core AI engine: real-time affinity profiles, next-best-item prediction and multi-purchase cadence modelling. The recommendations engine uses deep learning, visual similarity and reinforcement learning across catalogs with millions of SKUs. Predictive Targeting scores audiences for uplift potential. A Copywriter feature with Stability.ai generates copy and visuals. NextML NLP models predict the next best item. Shopping Muse is a generative AI commerce advisor: a shopper describes what they need ('outfit for a beach wedding in Bali') and it recommends.
Mastercard acquired Dynamic Yield in 2022, and the platform now uses Mastercard Element spend signals. Warehouse export runs through a Snowflake connector via Improvado, with raw event data available through the Daily Activity Stream.
No Model Context Protocol (MCP) server for external AI assistants is documented.