Public knowledge base | Source-backed guidance
The Library is the public reference workspace for guidance, semantic contracts and sources. The Governance Hub remains an illustrative local operations workspace; neither surface makes approval or legal decisions.
27 October 2026 | Private technical preview
A real consuming-agent read, a denied price change, expired-request recovery and 89 regression tests. Inspect the architecture, implemented configuration, KPI plan and the remaining approval, execution and replay gate.
Featured journey | Agentic Governance
PALO-AM defines delegated authority. PALO-AI carries it through execution and outcome verification. The Governance Hub makes the same contract visible through executive and technical lenses.
FinOps 1.3 | Cost accountability and research
Follow the role-based guide, compare three frozen configurations and replay seven synthetic scenarios. Separate the existing FinOps paper from the new experimental method and its validation limits.
The complete index is generated during the publication build.
Version 0.1.0-rc.1: source download, Entra and Copilot setup, tests, backup and restore, operating boundaries and production gates.
PALO FinOps
Offline evaluator; reports 1.0.1 | CurrentExperimental extension: input and plan contracts 1.0.0; reports 1.0.1. Created and maintained by Fabrizio Degni. Research implementation dated 22 October 2026.
PALO FinOps
Experimental research extension | CurrentPALO FinOps 1.3 connects AI cost accountability with an experimental question: when could investment in a local model justify its full cost while retaining acceptable quality and latency? Th
PALO
Experimental Local FinOps | CurrentThe experimental local-learning economics workspace adds a separate three-arm comparison, full-cost accounting and conditional crossover analysis. Open Local learning in the module. It does
PALO
Experimental Local FinOps | CurrentModule version 1.3.0, 22 October 2026. Created and maintained by Fabrizio Degni. The operational workspace format remains 1.0.0; billing uses a separate 1.0.0 interchange contract.
PALO Core
Canonical v3.1.0 | CurrentUnderstand PALO's versioned governance vocabulary, six-phase lifecycle, decision gates, evidence objects and additive v3.1 control packs.
PALO
Experimental Local Assessment | CurrentStatus: experimental browser-local assessment, methodology 1.0.0, 21 October 2026. Functional tests do not establish empirical validation or operational assurance.
PALO Core
Current Guidance | CurrentTrack PALO releases, governance tools, evidence contracts and documented changes, with a clear distinction between released features and preview work.
PALO Core
Current Guidance | CurrentReviewed public PALO source excerpts supporting the technical briefing copilot, with explicit implementation and production boundaries.
PALO Core
Current Guidance | HistoricalArchived PALO Evidence Pack activation plan for August and September 2026. Scheduled activities are historical plans, not evidence of completion.
PALO Core
Current Guidance | CurrentFollow a fictional invoice-agent case from authority boundaries to expected effects, review conditions and a locally exported PALO evidence bundle.
PALO Core
Current Guidance | CurrentDefine useful AI governance indicators with worked formulas, denominators, evidence owners and review actions, without treating sample targets as assurance.
PALO EU proposal
Discussion Proposal | CurrentRead PALO's European delegated-action governance proposal: accountable mandates, bounded agent actions, verifiable effects and an institutional pathway.
PALO EU proposal
Proposed Evaluation | CurrentPlan an evaluation of delegated-action governance with PALO: comparison conditions, evidence, operator workload and explicit pilot acceptance criteria.
PALO EU proposal
Proposed Specification | CurrentInspect twelve proposed controls for delegated AI action, including authority, oversight, reversibility and evidence. A discussion profile, not an EU standard.
PALO Core
Current Guidance | CurrentUnderstand PALO Case File and Evidence Bundle contracts, browser-local persistence, exports and compatibility with the additive v3 semantic foundation.
PALO Core
Current Guidance | CurrentInspect the dated inventory of PALO web and validation dependencies, their versions, purposes and declared licenses.
PALO Core
Current Guidance | CurrentUnderstand how PALO builds its public website from an explicit file allowlist and keeps private assessment data and credentials outside publication.
PALO-AI
Current Guidance | CurrentPALO RDF and OWL classes, SHACL constraints, draft stack relationships and their connection to reference execution contracts and verification.
PALO-AI
Current Guidance | CurrentDetailed PALO classifications for lifecycle, authority, delegation, actions, evidence, controls and external policy signals, with exact schema dictionaries.
PALO-AI
Developer Preview | CurrentChoose a PALO-AI evaluation path for governance teams, engineers or no-code builders, with prerequisites, expected artifacts and developer-preview limits.
PALO-AI
Developer Preview | HistoricalArchived PALO-AI v2.5 communication plan. Use the linked current adoption and publication guidance for the v2.7 developer preview.
PALO Core
Current Guidance | CurrentUnderstand PALO data assurance: purpose-bound fitness decisions, disclosure contracts, signed receipts and invalidation when context changes.
PALO-AI
Current Guidance | CurrentTurn external agentic observations into reviewable PALO prompts while preserving provenance, provider boundaries and accountable human decisions.
PALO Core
Current Guidance | CurrentExplore PALO's Guide Agent and MCP knowledge contract for source-linked answers, governance routes and product-integration planning.
PALO Core
Current Guidance | CurrentReview the narrow PALO Knowledge Reader production-candidate profile, including canonical-only answers, OIDC admission and deployment qualification.
PALO Core
Current Guidance | CurrentQualifica un host MCP per PALO distinguendo conformità del protocollo, configurazione, prove nel tenant e accettazione effettiva della connessione.
PALO Core
Current Guidance | CurrentReview dated Microsoft funding and student-entitlement routes relevant to PALO, distinguishing program eligibility from approved benefits.
PALO Core
Current Guidance | CurrentExplore PALO's local policy-impact runtime for tracing provider changes through system dependencies, review decisions and governance evidence.
PALO Core
Current Guidance | CurrentInspect the optional PolicyWatcher signal workflow: public evidence intake, snapshot validation, provenance and accountable PALO review.
PALO Platform
Current Guidance | CurrentNavigate the PALO repository by role and task: methodology, tools, semantic contracts, worked cases, integration examples and validation evidence.
PALO Core
Current Guidance | CurrentTrace a PolicyWatcher signal through PALO's typed dependency graph to affected systems, controls and decisions in an illustrative local example.
PALO Core
Current Guidance | CurrentRead the 17 September 2026 PALO assessment separating the published baseline, experimental ANS bridge and unreleased swarm evidence.
PALO-AI
Unreleased Prototype | CurrentInspect an unreleased PALO swarm snapshot with remote workers, shared exposure, leases and cancellation evidence under one central authority.
PALO Core
Current Guidance | CurrentExplore the unreleased local PALO swarm prototype: mandates, authority boundaries, membership, budgets and explicit production limitations.
PALO / PALO-AI
Canonical v3.1.0 | CurrentExplore PALO v3.1 governance control packs, applicability, controls, indicators and evidence contracts for accountable AI lifecycle decisions.
PALO Core
Current Guidance | CurrentRead the dated PALO platform evolution analysis covering deterministic publication, validation tooling and adoption foundations.
PALO Platform
Maintainer Runbook | CurrentFollow the PALO maintainer checklist for reviewing source changes, validating publication artifacts and preserving release and privacy boundaries.
PALO Core
Current Guidance | CurrentEvidence and findings from the PALO review of NIST, EU AI Act, Article 50, GPAI Code and Rogue AI Tracker references.
PALO Core
Current Guidance | CurrentStart a local-first PALO worked case and export a reviewable AI governance dossier with context, risk routing, evidence gaps and next actions.
PALO Core
Current Guidance | CurrentFind the PALO-AI n8n architecture-preview video, narration, captions and supporting script with a clear evaluation boundary.
PALO Core
Current Guidance | CurrentDistinguish PALO's canonical-only Knowledge Reader from its operational developer-preview MCP server, including setup and trust boundaries.
PALO Core
Current Guidance | CurrentUse PALO Knowledge Copilot to answer framework questions and plan governance routes with source provenance and the appropriate MCP profile.
PALO Core
Current Guidance | CurrentCompare PALO Knowledge Copilot Reader and Curator tool profiles and choose a catalog matching the intended knowledge or contribution workflow.
PALO Core
Current Guidance | CurrentFind PALO adoption artifacts, governance templates, connector patterns and module contracts, with links to their schemas and educational boundaries.
PALO Core
Current Guidance | CurrentExplore vendor-neutral patterns for deliberately exporting PALO evidence across organizational boundaries without silently transmitting assessment data.
PALO Core
Current Guidance | CurrentUse PALO's browser-local module events and artifact envelopes to connect governance tools while preserving provenance and interoperability boundaries.
PALO-AI
Developer Preview | CurrentExplore the experimental PALO-AI bridge to Agent Name Service: verified identity, separate enterprise delegation and outcome checks in an offline demo.
PALO-AI
Developer Preview | CurrentFollow PALO-AI's action and data-assurance lifecycle from authorization to verified outcomes, signed evidence and incident review, within preview boundaries.
PALO-AI
Developer Preview | CurrentConnect PALO-AI governance contracts to agent workflows through REST, MCP and n8n, with isolated evaluation examples and explicit trust boundaries.
PALO-AI
Developer Preview | HistoricalRead the historical July 2026 alpha evaluation of n8n-nodes-palo-ai, including its package version, test scope and limitations.
PALO-AI
Developer Preview | CurrentExplore four PALO-AI integration patterns for n8n: policy gates, governed execution, human approval and workflow admission in a developer preview.
PALO-AI
Developer Preview | CurrentPrepare an accurate PALO-AI for n8n demonstration using audience-specific explanations, evaluation routes and developer-preview publication boundaries.
PALO Core
Current Guidance | CurrentCollega PALO Knowledge Copilot agli host MCP con profili Reader e Curator distinti, trasporti, autenticazione e limiti di qualifica verificabili.
PALO-AI
Developer Preview | CurrentFollow the three-minute PALO-AI for n8n demonstration script, including scene objectives, narration and developer-preview status language.
PALO-AI
Developer Preview | CurrentEvaluate PALO-AI decision gates and full-cycle outcome assurance in n8n, with operator-provisioned executors and explicit non-production boundaries.
PALO-AI
Target Architecture | CurrentPlan an isolated PALO-AI evaluation deployment with documented network, identity and service boundaries, without treating the preview as production-ready.
PALO-AI
Developer Preview | CurrentCheck the dated PALO-AI n8n architecture-preview publication record and distinguish repository assets from npm or n8n marketplace availability.
PALO-AI
Evaluation Deployment | CurrentReview PALO-AI's VPS evaluation topology, service boundaries, deployment checks and the distinction between HTTPS exposure and production qualification.
PALO Core
Current Guidance | CurrentRead PALO's supported versions, vulnerability-reporting process and security boundaries for the website, assessment tools and developer-preview runtime.
PALO / PALO-AM / PALO-AI
Source-backed context | CurrentMap a version-pinned OWASP-labelled risk artifact to PALO controls and evidence, preserving source provenance and the distinction from official OWASP releases.
PALO-AI
Planning Baseline | CurrentReview PALO-AI's production-readiness gates, required external controls, evidence expectations and remaining qualification work.
PALO-AI
Assurance Plan | CurrentAssess PALO-AI's security and scaling plan across identity, tenancy, persistence, keys, connectors, resilience and independent assurance.
PALO-AI
Dated technology radar | CurrentEsamina il radar PALO-AI di agosto 2026: confronti tecnici, fonti, evidenze e limiti, distinguendo la baseline pubblicata dagli esperimenti successivi.
PALO-AI
Developer Preview | SupersededSuperseded PALO-AI repository copy retained for traceability, with links to current Governance Hub status, adoption guidance and release boundaries.
PALO-AI
Developer Preview | SupersededArchived Governance Hub launch planning, preserved with links to current product status and the remaining production-readiness requirements.
PALO-AI
Prototype Specification | CurrentInspect the PALO-AI Governance Hub product specification: role-based workflows, evidence objects, control boundaries and delivery requirements.
PALO-AI
Current Boundary | CurrentReview dated Governance Hub delivery evidence, implementation limits and remaining qualification work for the PALO-AI developer preview.
PALO-AI
Interactive Prototype | CurrentLearn the PALO-AI Governance Hub's executive and technical workflows, local evidence views, configuration steps and preview limitations.
PALO-AI
Prototype Workflow | CurrentExplore Governance Hub workflow specifications for setup, approvals, outcome verification, incident handling and role-specific evidence review.
PALO-AI
Developer Preview | SupersededSuperseded Governance Hub website copy retained as an archive, with links to the current user guide and product-status boundaries.
PALO Core
Current Guidance | CurrentContribute to PALO methodology, code and documentation. Follow the review, semantic-versioning and validation workflow for traceable changes.
PALO Core
Current Guidance | HistoricalArchived five-day PALO outreach plan with reviewer tasks and publication channels. This historical schedule does not record completed outreach.
PALO Core
Current Guidance | CurrentFollow the public PALO feedback log: findings, evidence, accepted or deferred decisions, contributor credit and resulting changes.
PALO Core
Current Guidance | CurrentChoose the right PALO community channel for questions, reproducible issues, reviewer feedback and security reports.
PALO Core
Current Guidance | CurrentReview the PALO Evidence Pack through five specialist communities, with explicit acceptance, scoped tasks and evidence-based feedback.
PALO Core
Current Guidance | HistoricalHistorical PALO-AI v2.5 discussion draft for n8n. Follow the linked current playbook for developer-preview scope and publication status.
PALO-AI
Developer Preview | CurrentShare structured feedback on the PALO-AI developer preview using a safe intake for evaluation scenarios, observed issues and design-partner learning.
PALO Core
Current Guidance | CurrentInspect PALO's vendor-neutral outcome-assurance proposal for Microsoft Agent Governance Toolkit, including mappings and evaluation boundaries.
PALO-AI
Current Guidance | CurrentExplore PALO-AI's developer-preview contracts and reference runtime for agent authority, data fitness, disclosures and verifiable outcomes.
PALO-AI
Current Guidance | CurrentInspect the Actian Context Bridge normalization profile for PALO-AI data assurance, including input mapping and developer-preview boundaries.
PALO-AI
Current Guidance | CurrentConfigura PALO Knowledge Copilot con esempi Reader e Curator, endpoint MCP, cataloghi degli strumenti e worksheet di verifica per gli host.
PALO Core
Current Guidance | CompatibilityRun the PALO-AI compatibility demonstration to compare direct agent actions with governed execution and outcome evidence using isolated examples.
PALO Core
Current Guidance | CurrentInspect PALO-AI's Rego reference policy for identity, tools, scopes, delegation and action claims, with explicit developer-preview limitations.
PALO Core
Current Guidance | CurrentPrepare an accountable AI board review with a scoped decision, owners, evidence, unresolved risks and explicit follow-up actions.
PALO Core
Current Guidance | CurrentPropose a PALO starter-library contribution with purpose, scope, source evidence, limitations and review information.
PALO-AI
Current Guidance | CurrentDocument a delegated-action governance evaluation with system boundaries, accountable owners, test evidence, conflicts and decision rationale.
PALO Core
Current Guidance | CurrentStructure an AI incident record with observed effects, containment, accountable owners, evidence, communications and follow-up review.
PALO Core
Current Guidance | CurrentPrepare an AI procurement governance record covering supplier evidence, intended use, responsibilities, controls and unresolved review questions.
PALO Core
Current Guidance | CurrentRecord AI red-team findings with test context, observations, limitations and linked governance actions for accountable review.
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Updated 12 October 2026 | Semantic deep dive
Two detailed sections connect versioned meaning to delegated action, evidence and accountable decisions. The searchable catalogue covers 65 JSON Schemas and distinguishes the released semantic foundation from reference implementations and the draft stack extension.
PALO FRAMEWORK