Stateful multi-turn image edits for chat agents (index + toolchain)

Stateful multi-turn image edits for chat agents (index + toolchain) targets a $40.0B = 100K enterprises x $400K avg annual spend on developer/AI tooling and cloud inference total addressable market with medium saturation and a year-over-year growth rate of 35% = driven by generative-AI adoption across design, marketing, and apps.

Key trends driving demand: Multimodal LLMs -- enable natural-language driven manipulation of images, making multi-turn edits feasible and valuable; API-first image models -- hosted image generation/edit APIs reduce infra friction so developers can integrate quickly; Vector stores & retrieval -- cheap, high-performance retrieval makes persisting image state and edit context straightforward; Demand for asset personalization -- marketers, game studios, and SaaS products want on-demand variant creation and iterative edits.