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29 changes: 24 additions & 5 deletions working-specifications/decision-evidence-portability-v0.1.md
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# Decision Evidence Portability Specification

**Subtitle:** A cross-regime assurance specification for evidence generated by AI-assisted decisions and agentic workflows
**Status:** Working specification
**Version:** 0.1.0
**Version:** 0.1.1
**Date:** 2026-07-15
**Author:** Mark Julius Banasihan
**ORCID:** 0009-0001-8121-2878
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A recurring set of decision-evidence objects can support AI assurance across multiple regulatory and standards regimes. Each regime assigns its own legal meaning, thresholds, obligations, and consequences to those objects.

This specification does not claim that governance regimes are equivalent. It tests which decision evidence can travel across regimes, which evidence requires a jurisdiction-specific overlay, and where apparent equivalence fails.
This specification tests which decision evidence can travel across regimes, which evidence requires a jurisdiction-specific overlay, and where apparent equivalence fails. It does not treat governance regimes as interchangeable.

## Problem

AI governance crosswalks usually compare terms, controls, or framework categories. Those mappings can conceal differences in legal force, regulated actor, assurance burden, and enforcement consequence.

The missing layer is a machine-readable account of the decision evidence itself: who held authority, what evidence was available, how AI influenced the decision, where intervention remained possible, what reasons were recorded, and who owned appeal, repair, and system change.

## Scope boundary

This specification does not define an agent runtime governor, compile policy into harness configuration, or prescribe a universal set of agent controls.

It specifies the evidence that configured controls, enforcement events, and human interventions must generate for cross-regime assurance and decision reconstruction. Runtime controls are treated as evidence-producing mechanisms.

The central traceability path is:

**external obligation → configured control → enforcement event → decision evidence → assurance claim**

## Relationship to existing work

This working specification extends Governed Decision Intelligence.
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- Human Influence Telemetry tests whether formal human authority retained causal force.
- Decision Evidence Portability maps reusable decision evidence to external governance obligations while preserving jurisdiction-specific differences.

## Adjacent work

Credo AI's Agent Governor and Agent Governance Configuration work address harness-level agent governance. That work translates policy and risk posture into runtime configurations, applies controls before agent actions execute, and produces enforcement telemetry.

Decision Evidence Portability begins at the resulting control event and decision record. Its question is whether the institution can prove authorization, intervention, reasoning, monitoring, appeal, repair, and system-change authority across multiple governance regimes.

The two approaches can interoperate. A runtime governor may produce control and enforcement events that become inputs to a Decision Evidence Portability record.

## Initial ontology

The v0.1 ontology contains ten top-level objects:
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3. one core decision record validates under at least two jurisdictional overlays without changing historical facts;
4. each overlay can require additional local evidence;
5. missing authority, intervention, or logging evidence produces a defined failure;
6. policy obligations map to identifiable enforcement points in the agent workflow;
6. external obligations map to identifiable controls, enforcement events, and resulting evidence artifacts in the agent workflow;
7. outputs state evidence sufficiency and never declare legal compliance;
8. the draft receives legal or standards review and technical assurance review.

## Current status

This document establishes authorship, scope, terminology, and the initial research claim. The ontology, schema extension, mappings, test workflow, and case studies remain in development.
This document establishes authorship, scope, terminology, the initial research claim, and the boundary between runtime agent governance and cross-regime decision assurance. The ontology, schema extension, mappings, test workflow, and case studies remain in development.

## Citation

Banasihan, Mark Julius. “Decision Evidence Portability Specification.” Working specification, version 0.1.0, July 15, 2026.
Banasihan, Mark Julius. “Decision Evidence Portability Specification.” Working specification, version 0.1.1, July 15, 2026.
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