From the start we kept running into the same problem when working with AI and web data. The web contains an incredible amount of knowledge, but actually using it in a reliable way was far harder than it should have been. Scrapers broke, content changed structure overnight, and teams ended up spending more time maintaining pipelines than building products. Even with modern AI models, the underlying data layer still felt fragile.
So we started building our own internal system to make web content easier to collect, structure, and keep updated. Over time, it became clear that this problem existed everywhere, especially for teams trying to build AI products on top of constantly changing information. That’s how Bulkgrid started.
Bulkgrid helps teams turn websites and documents into structured and updated knowledge that AI systems can actually use and trust. Instead of relying on raw web content, teams can define their own trusted sources and build AI on top of a cleaner, more reliable foundation.
With Bulkgrid, teams can build AI systems that answer questions using their own trusted sources. We believe better AI starts with better data infrastructure and we’re building Bulkgrid to make that easier.