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Series

The Expert Exchange Layer

Three pools of expertise, five levels of delegation, and a marketplace where retired professionals deploy their knowledge as persistent, revenue-generating assets. Series 08 describes how the right expert reaches the right person with the right context at the right cost.

BMT-08.01
Three Pools of Expertise
Personal circle, professional registry, AI marketplace, and the five-factor routing engine
Personal circle, professional registry, AI marketplace. Three pools of expertise connected by a five-factor routing engine that adapts to the person's demonstrated preferences, not …
Exec Summary + Appendix
BMT-08.02
Mixed Agency
Five agency levels, domain defaults, asymmetric earning and regression, and the override
Five agency levels from full human control to trusted delegation, mapped per domain with asymmetric earning and regression rules. The person sets the control she wants. The system …
Exec Summary + Appendix
BMT-08.03
Context Packaging for Experts
Minimum viable context, three packaging levels, explicit exclusions, and the worked example
Minimum viable context: the five-step computation that determines exactly what each expert needs to know about the person for a specific query, and exactly what the expert has no …
Exec Summary + Appendix
BMT-08.04
Where BGO Meets the Platform
Context Shards, C3aaS marketplace, Sage onboarding, and the purpose infrastructure
Context Shards turn thirty years of expertise into structured, deployable knowledge assets. BGO Sages earn from each deployment. The shard works when the Sage is gardening. The …
Exec Summary + Appendix
BMT-08.05
Expert Quality and Safety
Human credential verification, AI certification with bias testing, Context Shard validation, and outcome tracking
Credential verification, AI certification with bias testing, Context Shard validation, and person-specific outcome tracking. Different expert types require different verification, …
Exec Summary + Appendix
Synthesis
BMT-08.SYN · Synthesis
The Expert You Deserve
The equity argument for coordinated expertise at subscription pricing
The wealthy have always had a team. The Expert Exchange Layer creates a different model: AI handles the routine 80%, human expertise concentrates on the complex 20%, and the coordination happens without the person managing it.
Exec Summary by Syam