SumoLeeQ: future-proofing?
I've already bought AI services that do the individual functions you provide. Since it seems that dfirst is a 'wrapper' with some agents, how can you ensure that dfirst will remain relevant into the future? It seems to me you are at risk of being lapped by the major model providers you depend on, as they add consumer features. Please tell us how you plan to stay ahead and relevant, and therefore will maintain longevity.
Rafal_DFIRST
Feb 23, 2026A: Great question. DFIRST stays relevant because it isn’t tied to a single model—it’s built as a "model-agnostic" system that integrates the best AI as new technology emerges. While major providers focus on standalone tools or chat features, we're focusing on orchestration for marketers: connecting research, strategy, and multi-format content inside one structured workflow.
Our agents are designed around real marketing processes, not generic prompts, and shared workspaces with stored brand context keep outputs consistent across projects and teams. We also unify 70+ top-tier models in one collaborative environment, and when a new breakthrough model appears, we can integrate it right away.
In short, models provide raw capability; DFIRST provides the system that turns it into complete, ready-to-use marketing execution.