Qualtify

We built Qualtify after repeatedly seeing non-technical teams blocked by data bottlenecks, simple questions turning into weeks of back-and-forth with analytics and engineering. Business stakeholders understand the logic they want, but don’t have data modeling expertise. We started experimenting with a canvas-based approach where logic could be expressed visually and incrementally, then let AI handle planning detailed requirements, generating code, and designing the model to work together. Along the way, collaboration, lineage, and auto-updating models became essential for building complex use cases across finance, marketing, and product. Qualtify is our attempt to let everyone participate in building reliable data models without relying on data modelers. Excited to hear your feedback and learn what you’d want next!