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Surface: Objections and Responses

Context
Structured challenge handling for budget, labor, equity, and reliability concerns.

surface api dataflow api open dataflow canvas return dossier

Trace Dataflow

Inputs

Stakeholder archetypes
Prior meeting transcripts
Policy constraints

Transforms

Objection classification
Response generation with provenance attachment

Outputs

Challenge-response matrix
Policy companion requirements

Observability

Unresolved objection backlog
Response confidence distribution

Linked Subsurfaces

Budget Hawk Branch
open trace

Equity Advocate Branch
open trace