Update README.md

Upgrade organization card with executive HF layout

README.md

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-# BPM RED Academy — HumAI MightHub
+# 🏛️ BPM RED Academy — HumAI MightHub
 
-**Human-Accountable AI Governance Systems for Regulated and High-Accountability Workflows**
+## Human-Accountable AI Governance Systems for Regulated and High-Accountability Workflows
 
-BPM RED Academy — HumAI MightHub is an applied AI governance and orchestration initiative focused on building human-in-the-loop, audit-ready, policy-aware systems for regulated finance, institutional decision support, compliance workflows, and high-accountability operational environments.
+**BPM RED Academy — HumAI MightHub** builds governance-first AI systems designed for regulated finance, institutional decision support, compliance workflows, and high-accountability operational environments.
 
-Our work follows a clear principle:
-
-**AI should not replace accountable human judgment.  
-AI should help institutions preserve it, structure it, and audit it.**
+> **AI should not replace accountable human judgment.**  
+> **AI should help institutions preserve it, structure it, and audit it.**
 
 ---
 
-## Focus Areas
+## Executive Positioning
 
-- Governance-first AI systems
-- Human-in-the-loop decision workflows
-- AML / KYC / CDD compliance intelligence
-- Audit-ready reasoning and evidence trails
-- Policy-aware AI-assisted case structuring
-- Review-chain governance
-- Explainable and traceable institutional AI
-- Multi-cloud and AI Factory-ready deployment patterns
+| Layer | Purpose |
+|---|---|
+| **BPM RED Academy** | Human-centered performance, governance, and operational doctrine |
+| **HumAI MightHub** | AI governance, orchestration, and controlled deployment layer |
+| **FinC2E Studio** | Validated AML/KYC case structuring and review-chain engine |
+| **Governance Boundary** | Advisory-only, human-reviewed, audit-ready, no autonomous enforcement |
 
 ---
 
-## Flagship System: FinC2E Studio
-
-**FinC2E Studio** is a validated governance-first AML/KYC case structuring and review-chain engine.
+## Flagship System
 
-It is designed for regulated environments where AI must remain:
+# FinC2E Studio
 
-- advisory-only
-- human-reviewed
-- policy-aware
-- explainable
-- traceable
-- audit-ready
+**Validated governance-first AML/KYC case structuring and review-chain engine**
 
-FinC2E Studio supports:
+FinC2E Studio is designed for regulated environments where AI must remain:
 
-- structured AML / KYC / CDD case intake
-- policy-aware AI-assisted analysis
-- human review-chain workflow
-- escalation and override handling
-- final disposition and case closure
-- management dashboard logic
-- audit trail with event-level traceability
-- export-ready audit packages
+| Requirement | FinC2E Posture |
+|---|---|
+| Human accountability | Human reviewer remains responsible |
+| Compliance review | AI supports case structuring, not final decisions |
+| Governance | Policy-aware, traceable, reviewable workflow |
+| Auditability | Event-level audit trail and export-ready packages |
+| Deployment | Controlled pilot, private institutional evaluation, enterprise workflow |
 
 ---
 
-## Validation Status
+## Validated Product Status
+
+**Current status:** `Validated Pilot-Ready Governance Product`  
+**Validation base:** `Golden Test Set v2`  
+**Primary domain:** `AML / KYC / CDD governance workflows`  
+**Operational boundary:** `Advisory-only · Human-in-the-loop · No autonomous enforcement`
+
+FinC2E Studio has completed validation across:
 
-FinC2E Studio has completed **Golden Test Set v2** validation across:
+| Validation Area | Status |
+|---|---|
+| Low / Medium / High / Critical AML/KYC scenarios | PASSED |
+| Contradiction handling | PASSED |
+| Human review-chain workflow | PASSED |
+| Escalation handling | PASSED |
+| Override workflow | PASSED |
+| Final disposition and closure | PASSED |
+| Post-closure guardrails | PASSED |
+| Audit trail and export package generation | PASSED |
 
-- Low / Medium / High / Critical AML/KYC scenarios
-- contradiction handling
-- escalation workflow
-- override workflow
-- final disposition and closure
-- post-closure guardrails
-- audit trail and export package generation
+---
+
+## Core Capabilities
 
-**Current status:** Validated pilot-ready governance product.
+| Capability | Description |
+|---|---|
+| **Structured Case Intake** | AML/KYC/CDD case fields, jurisdictions, UBO, source of funds, PEP, sanctions, adverse media, narrative |
+| **Policy-Aware Analysis** | Risk level, score, reason, controls, red flags, assumptions, missing information |
+| **Human Review Chain** | Reviewer role, decision, notes, escalation, override, final disposition |
+| **Lifecycle & Worklist** | Case state, worklist bucket, priority, next required action |
+| **Management Dashboard** | Executive visibility over status, attention level, closure state, and review count |
+| **Audit Trail v2** | Event IDs, timestamps, actors, case state after event, policy mode, event payload |
+| **Export Pack** | Executive Case Report, Review Chain Bundle, Management Summary, Audit Package |
 
 ---
 
 ## Governance Boundary
 
-Our systems are designed to support human decision-makers, not replace them.
+Our systems are built to support human decision-makers — not replace them.
+
+FinC2E and related HumAI MightHub systems do **not** autonomously:
+
+- approve transactions
+- reject transactions
+- block activity
+- freeze assets
+- penalize entities
+- file regulatory reports
+- replace compliance, audit, legal, or risk personnel
+
+They are designed to:
 
-They do not autonomously approve, reject, block, freeze, penalize, or report.
+- structure complex cases
+- preserve accountability
+- support qualified human review
+- document governance logic
+- generate traceable audit-ready outputs
 
-They are designed to structure cases, preserve accountability, support qualified review, and generate traceable audit-ready outputs.
+---
+
+## Focus Areas
+
+| Domain | Focus |
+|---|---|
+| **AI Governance** | Human-accountable, policy-aware, audit-ready AI systems |
+| **Compliance AI** | AML/KYC/CDD case structuring and review workflow support |
+| **Risk Orchestration** | Escalation, override, review-chain, and lifecycle governance |
+| **Decision Auditability** | Evidence trails, event logs, committee summaries, export packages |
+| **Institutional AI** | Controlled pilots, enterprise onboarding, private deployments |
+| **AI Factory Readiness** | Multi-cloud, GPU-accelerated, governance workload orientation |
 
 ---
 
@@ -80,22 +115,41 @@ They are designed to structure cases, preserve accountability, support qualified
 
 BPM RED Academy — HumAI MightHub is positioned for:
 
-- controlled pilot conversations
-- enterprise AI governance evaluation
-- AML/KYC workflow pilots
-- RegTech and compliance partnership discussions
-- private institutional deployment scoping
-- AI Factory-ready governance workload exploration
+| Engagement Mode | Description |
+|---|---|
+| **Controlled Pilot Conversations** | Advisory-only evaluation with synthetic or anonymized cases |
+| **Enterprise AI Governance Evaluation** | Structured review of governance workflows and audit outputs |
+| **AML/KYC Workflow Pilots** | Case structuring, review-chain, escalation, and audit-package testing |
+| **RegTech / Compliance Partnerships** | Integration or partnership discussions around governance-first compliance AI |
+| **Private Institutional Deployment** | Controlled deployment scoping for regulated or high-accountability environments |
+| **AI Factory-Ready Governance Workloads** | Future-ready architecture for governed institutional AI workloads |
+
+---
+
+## Related Assets
+
+| Asset | Link |
+|---|---|
+| Website | https://www.bpm.ba |
+| FinC2E Page | https://www.bpm.ba/FinC2E |
+| Organization | BPM RED Academy — HumAI MightHub |
+| Focus | Governance-first AI, human-accountable workflows, audit-ready institutional intelligence |
 
 ---
 
-## Related Links
+## Institutional Principle
+
+**The future of institutional AI is not autonomous enforcement.**
+
+It is:
 
-- Website: https://www.bpm.ba
-- FinC2E: https://www.bpm.ba/FinC2E
-- Focus: Governance-first AI, human-accountable workflows, audit-ready institutional intelligence
+- structured accountability
+- policy-aware reasoning
+- human review-chain governance
+- audit-preserving workflows
+- explainable operational intelligence
 
 ---
 
 **BPM RED Academy — HumAI MightHub**  
-Engineering legitimacy into AI systems.
+*Engineering legitimacy into AI systems.*