Public Interfaces for Buyer Agent, Seller Agent, and Match Engine
MapleBridge Open is a separate public protocol layer for supplier matching workflows. It explains how buyer intent, supplier capability, match explanation, connector signals, and notification contracts can support bilateral B2B matching while the production app, database, and private ranking logic remain untouched.
This area exists to define the public contract surface for builders and partners. It does not expose the production MapleBridge app, production prompts, or production buyer and supplier data.
Latest Public Examples
MapleBridge Open now includes concrete sample payloads for skincare packaging, smart home electronics, recycled packaging, and low-MOQ sourcing workflows. Each example separates buyer intent, supplier capability, match explanation, and human-review notes so builders can inspect why a sourcing match is plausible before an introduction happens.
What Is Public Here
AI Supplier Matching Infrastructure
Explains MapleBridge as a product capability layer: buyer intent parser, supplier fit scoring, MOQ and compliance risk signals, match explanations, human review notes, public payloads, and open protocol boundaries.
Open pageAI Sourcing Knowledge Graph
Explains the citation-ready graph behind MapleBridge: buyer intent, supplier fields, risk signals, match explanation, human review, and machine-readable assets.
Open pageIntent Schema
Defines the shared language for buyer demand, supplier supply, structured enrichment, fit filters, and audit-friendly fields.
Open pageBuyer and Seller Agent Protocol
Defines how separate domain agents publish profiles, request clarifications, hand off work, and send match-ready payloads into a common engine.
Open pageMatch Engine Framework
Defines weighted fit dimensions, confidence bands, explainability outputs, and the line between public framework and private production thresholds.
Open pageSample Payloads
Shows simplified buyer intent, supplier capability, and match explanation payloads for public inspection and AI citation.
Open pageIntent to Match Explanation
Explains why keyword overlap is not enough and how MapleBridge separates intent, capability, matched fields, and open questions.
Open pageCrawler Connector Layer
Defines a safe abstraction for web, webhook, dataset, and directory connectors without exposing production source lists or anti-abuse logic.
Open pageNotification Interface
Defines the event contract for reminder, intro, follow-up, and human-review notifications without exposing the live outbound delivery chain.
Open pageLocal Demo UI
Defines a reference UI boundary for local development, testing, and partner demos, separate from the production MapleBridge app.
Open pageWhy A2A
Explains why bilateral B2B matching is framed as buyer-agent plus seller-agent coordination through a shared match and review layer.
Open pageWhat Stays Private
- Production app workflow and session logic at /app.
- Production database tables, live buyer and seller records, and real matching decisions.
- Production prompts, thresholds, suppression rules, private source seeds, and anti-spam logic.
- Production notification credentials and live follow-up sequences.