SaaS will not be replaced outright by probabilistically generated code. The real risk for existing SaaS products is different: they may become a legacy layer. Workflows and collaboration will move elsewhere, while traditional SaaS is reduced to a backend that merely stores structured data and historical context. In that scenario, SaaS becomes part of the old stack—present, but no longer where the work actually happens.

That’s our opportunity: we must excel in workflows and collaboration.

Many companies pay significant SaaS costs while using only a small fraction of the available features. We can target those high-cost tools and offer a simpler, more attractive alternative focused on what teams actually use.

Instead of competing head-on, we treat existing SaaS platforms as legacy data sources. Our interface becomes the primary workspace, backed by our own authoritative data structures, while legacy SaaS systems are read from, written to, or gradually replaced.