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README.md

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-title: README
-emoji: 👁
+title: HumAI — MightHub
+emoji: 🧠
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-Edit this `README.md` markdown file to author your organization card.
+# HumAI MightHub
+### Human-Centered AI Systems for Governance, Compliance & Decision Legitimacy
+
+**HumAI MightHub** is the orchestration layer of BPM RED Academy — a human-centered AI ecosystem designed to operate in **regulated, high-stakes environments** where explainability, accountability, and decision legitimacy are mandatory.
+
+We build AI systems that do not replace responsibility — they **structure it**.
+
+---
+
+## What We Build
+
+HumAI focuses on **end-to-end cognitive systems** combining:
+
+- AI governance & policy enforcement  
+- Financial compliance & risk orchestration  
+- Human-in-the-loop decision validation  
+- Auditability and regulatory traceability  
+
+Our systems are designed to sit **above models**, not inside them.
+
+---
+
+## Flagship Capability — FinC2E
+
+### FinC2E (Financial Cognitive Compliance Engine)
+
+**FinC2E** is an advisory, non-autonomous AI system for:
+
+- AML / KYC / CDD triage  
+- Financial risk classification  
+- Compliance decision support  
+- Audit-ready reasoning output  
+
+Key principles:
+
+- **Human-in-the-loop by design**
+- **Deterministic, structured outputs**
+- **No autonomous enforcement**
+- **Policy-referenced reasoning**
+- **Multi-language operation (EN / BS / EU-ready)**
+
+FinC2E is designed for:
+- Financial institutions  
+- Regulated enterprises  
+- Compliance teams  
+- Risk & audit functions  
+
+---
+
+## Governance First — Always
+
+HumAI systems operate under strict governance constraints:
+
+- No autonomous decisions  
+- No opaque scoring  
+- No untraceable inference  
+
+Every output is:
+- Explainable  
+- Auditable  
+- Policy-referenced  
+- Human-reviewable  
+
+This makes HumAI suitable for environments where **AI legitimacy matters more than raw capability**.
+
+---
+
+## What Is Launching
+
+We are currently preparing staged releases of:
+
+- FinC2E inference services  
+- Enterprise API access  
+- Usage-based & license-based pricing models  
+- Governance-ready deployment options  
+
+Public availability will follow structured evaluation cycles.
+
+---
+
+## Research & Evaluation Status
+
+⚠️ **Research / Evaluation Preview**
+
+This repository and associated systems:
+
+- Are not autonomous systems  
+- Are not legal or compliance authorities  
+- Require human validation  
+- Are designed for controlled evaluation and enterprise onboarding  
+
+Governance, billing, and orchestration layers operate outside this repository.
+
+---
+
+## Organization
+
+**BPM RED Academy**  
+Human performance, AI governance, and cognitive systems engineering.
+
+🌐 https://www.bpm.ba  
+
+---
+
+## Contact & Collaboration
+
+We engage selectively with:
+- Enterprises
+- Institutions
+- Strategic partners
+- Research & governance bodies
+
+For collaboration inquiries, reach out via official channels.
+
+---
+
+**HumAI MightHub**  
+_Engineering legitimacy into AI systems._