MapleBridge Open

@maplebridge

Open notes on AI supplier matching and B2B sourcing workflows

Toronto, CanadaJoined May 2026

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I write about AI supplier matching, buyer intent schemas, supplier capability modeling, and open protocol ideas for B2B sourcing.

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Technical discussions, sourcing workflow feedback, open protocol collaboration, and B2B supplier matching ideas.

MapleBridge Open's blogs

MapleBridge Open Notesmaplebridge-open.hashnode.dev2 posts

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Why capability data is harder than profile data

3d ago · 3 min read · A profile page is easy to build. You ask for a name, a description, a list of categories, a few links, and maybe some photos or certificates. For many products, that is enough to make a record searc

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A simple intent schema for AI supplier matching

5d ago · 4 min read · When I started thinking about AI supplier matching, I treated the buyer request as plain text. That felt like the obvious place to start. A buyer writes something like: Need 500 units of custom drink

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MapleBridge Open

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MapleBridge Open's blogs

Recently published

Why capability data is harder than profile data

A simple intent schema for AI supplier matching

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MapleBridge Open

About

Available for

MapleBridge Open's blogs

Recently published

Why capability data is harder than profile data

A simple intent schema for AI supplier matching