How it works
MaterialGraph is a prototype in private beta, and is not available yet. It is the agentic layer for materials discovery: agents and people find architectural materials across every brand, from one sourced record.
1
Records start with data that brands already publish.
Material Bank catalogue feed
The main source. Every brand's products and variants arrive with the specifications the catalogue already holds.
Brand pages and spec sheets
Agents read brand web pages and spec sheets for facts the feed does not state, and note where each one was found.
2
Brands spell the same fact in different ways. Each spelling is matched to one canonical value, so a single search finds all of them.
Fire rating
Source
Each value records where it came from.
Confidence
Each value records how confident we are in it.
Unknown stays unknown
If no source states a value, it stays unknown. It is never guessed or filled in.
3
Agents propose values. When a proposed value disagrees with the record, a person reviews the disagreement and decides.
Records are never silently edited. A change waits for review, and the history keeps both the old and the new value.
4
People
Search by words or by color. The same query covers every brand.
Agents
Agents read the same records over an API and MCP, with the same sources and confidence.