Open governance resources

AI governance datasets and registers

Download the structured definitions behind PALO's indicators and security crosswalk. Each resource includes its scope, version, provenance, reuse terms and practical limits.

These are curated governance definitions and mappings, not observations of deployed systems. A dataset download does not establish control effectiveness or compliance.

PALO KPI and KRI registry

A structured register of 38 AI governance indicator definitions. Entries connect a formula and unit to lifecycle phases, responsible roles, evidence and an action when a threshold is crossed. Suggested thresholds are illustrative and need calibration.

Creator: Fabrizio Degni, PALO Framework
Version: Schema 1.0.0; updated 23 August 2026
Status: Educational, non-production
Format: JSON; 38 indicator definitions
License: MIT, under the PALO repository license

Download registry JSON Inspect JSON Schema Download a worked CSV register

Start with the worked formulas and denominator examples, then use the KPI Generator to select indicators for a defined use case.

PALO OWASP GenAI 2026 crosswalk

An independent mapping of ten OWASP GenAI risk categories to three PALO routes, controls and evidence requirements. Direct, supporting and gap ratings describe design fit; they are not measurements of a deployment or proof of equivalence.

Creator: Fabrizio Degni, PALO Framework
Version: Analysis 1.0.2; reviewed 20 August 2026
Status: Source-backed context; source editorial status marked provisional in the register
Format: JSON; 10 risks and 3 governance routes
License: CC BY-SA 4.0, as declared in the crosswalk
Source: OWASP GenAI Security Project; based on the OWASP Top 10 for LLM Applications 2026. Independent PALO mapping; no OWASP endorsement is implied.

Download crosswalk JSON Inspect JSON Schema

Explore the crosswalk or read its method and attribution. The register preserves the scope and credit of the named technical contributor.

Use and cite a specific version

Save the original JSON, its version and retrieval date with your assessment. Preserve the license and attribution. Review the source record before reusing a mapping or threshold, and document changes you make.

PALO means Principled AI Lifecycle Orchestration. The framework was created and is maintained by Fabrizio Degni. For research provenance, use the publication and evidence ledger.

Curated resource index · Text of the selected public resources