Update README.md

README.md

@@ -1,102 +1,116 @@
 ---
-language:
-- en
-- bs
-license: apache-2.0
-tags:
-- governance
-- compliance
-- aml
-- risk-management
-- human-in-the-loop
-- explainable-ai
-- regulated-ai
+title: FinC2E — Financial Cognitive Compliance Engine
+emoji: 🛡️
+colorFrom: gray
+colorTo: red
+sdk: static
+pinned: true
 ---
 
-# FinC2E — Financial Cognitive Compliance Engine
+## FinC2E — Governance-First Financial AI
 
-## Model Summary
+**FinC2E (Financial Cognitive Compliance Engine)** is a governance-first, human-in-the-loop AI system designed for **regulated financial environments** where decision legitimacy, auditability, and accountability are mandatory.
 
-FinC2E is a **governance-first financial reasoning model** designed to support compliance, risk classification, and audit-ready decision structuring in regulated environments.
-
-The model is **advisory only** and operates strictly under **human-in-the-loop** constraints.
+FinC2E does **not** automate enforcement.  
+It structures, validates, and documents decisions.
 
 ---
 
-## Intended Use
+## What FinC2E Is
 
-FinC2E is intended for:
+FinC2E is a **non-autonomous cognitive engine** supporting:
 
-- AML / KYC / CDD triage support
+- AML / KYC / CDD triage
 - Financial risk classification
-- Compliance decision assistance
-- Audit-ready reasoning generation
-- Policy-referenced analysis
+- Compliance decision support
+- Audit-ready reasoning output
+- Policy-referenced assessments
+
+Every output is:
+- deterministic
+- explainable
+- traceable
+- human-approved
+
+---
+
+## Core Design Principles
 
-The model is designed to **structure and explain decisions**, not to automate enforcement.
+- **Governance-first architecture**
+- **Human-in-the-loop by design**
+- **No black-box scoring**
+- **No autonomous decisions**
+- **Policy-referenced reasoning**
+- **Audit-before-action logic**
+
+FinC2E is built to operate **above models**, not inside them.
 
 ---
 
-## Out-of-Scope Use
+## What FinC2E Is NOT
 
-FinC2E must **not** be used for:
+- ❌ Not an autonomous decision-maker  
+- ❌ Not a credit scoring engine  
+- ❌ Not a replacement for compliance officers  
+- ❌ Not an enforcement system  
 
-- Autonomous decision-making
-- Credit approval or rejection
-- Enforcement actions
-- Final legal or regulatory determinations
-- Unsupervised production deployment
+FinC2E structures responsibility — it does not remove it.
 
 ---
 
-## Governance & Safety
+## Deployment Modes
+
+FinC2E can be deployed as:
 
-Key governance properties:
+- Enterprise SaaS (End-to-End)
+- Private inference service
+- On-premise / regulated cloud
+- Advisory layer above existing AI models
+- Compliance & governance middleware
 
-- No autonomous decisions
-- Deterministic, structured outputs
-- Policy-referenced reasoning
-- Human approval required for all actions
-- Full traceability of inference logic
+Deployment is tailored to regulatory, jurisdictional, and institutional constraints.
 
 ---
 
-## Ethical Considerations
+## Monetization Models (Indicative)
 
-FinC2E is built to **preserve accountability**, not to replace it.
+FinC2E supports multiple monetization paths:
 
-The system prioritizes:
-- Transparency
-- Explainability
-- Auditability
-- Human responsibility
+- Subscription-based access
+- Usage-based inference
+- Per-decision governance validation
+- Enterprise licensing
+- Regulated private deployments
+
+**Pricing is risk-, value-, and compliance-adjusted at contract time.**
 
 ---
 
-## Language Support
+## Target Users
 
-- English (primary)
-- Bosnian / Serbian / Croatian (supported)
-- EU-regulatory language readiness
+- Financial institutions
+- Regulated enterprises
+- Compliance & risk teams
+- Audit & governance functions
+- AI governance stakeholders
 
 ---
 
-## Deployment Notes
+## Governance Commitment
 
-FinC2E is designed to operate as:
-- Advisory layer above foundation models
-- Enterprise SaaS component
-- Private inference service
-- Governance middleware in regulated stacks
+FinC2E operates under strict governance constraints:
 
-Deployment must align with applicable regulatory frameworks.
+- No opaque inference
+- No untraceable outputs
+- No automated enforcement
+- Full audit trail by default
 
 ---
 
-## Disclaimer
+## Status
 
-This model provides **advisory output only**.  
-Final responsibility remains with the human decision-maker.
+🔒 **Preview / Governance Artifact**  
+📩 Enterprise & institutional inquiries via official channels only.
 
 ---