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Qualtify enables non-technical business stakeholders to build and maintain complex data models on a visual canvas, no data modeling expertise required. Connect live data from HubSpot, Snowflake, Google Sheets, and more, while AI agents generate cells with detailed requirements and code and link them together into a data model. Collaborate in real time, trace requirements, understand data lineage, and build from idea to a model.

QualtifyBuild data model with AI agents: Miro canvas x Cursor style
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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...

QualtifyBuild data model with AI agents: Miro canvas x Cursor style
