Built for Bond Studio AI · eval-traced
One messy supplier record in.
A catalog-ready, 3D-staged SKU out.
A Mastra-orchestrated agent that normalizes a supplier product, fills the missing attributes, validates data quality with an eval, stages the glTF asset, and hands it to Caroline's QA. The first of your three agents: SKU ingestion, Design, Project.
SKU ingestion agent
safe to deployNormalizeMap supplier fields
EnrichFill what is missing
ValidateData-quality eval
Stage 3DglTF asset ready
DispatchAlgolia + Caroline QA
Live demo, running on Claude
One messy supplier record in. A catalog-ready SKU out.
A real Delta faucet record landed half-empty, with no 3D asset. Hit run. The agent normalizes it, fills what is missing, scores the result, stages the glTF, and hands a clean SKU to Caroline's QA.
incoming supplier feedBuild.com export
Delta Trinsic Widespread Bathroom Faucet
Delta · SKU 3559LF-MPU · “vntn bronze” · $389
Missing before it can ship to the catalog
dimensionsmaterialADA complianceflow rate (GPM)no .glb on file
Four required fields and the 3D asset, filled in one pass.
Hit run. The agent works through five steps and hands the result to your QA.