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title: HumAI — MightHub
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# 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**.

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## 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.

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## 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  

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## 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**.

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## 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.

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## 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.

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## Organization

**BPM RED Academy**  
Human performance, AI governance, and cognitive systems engineering.

🌐 https://www.bpm.ba  

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## Contact & Collaboration

We engage selectively with:
- Enterprises
- Institutions
- Strategic partners
- Research & governance bodies

For collaboration inquiries, reach out via official channels.

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**HumAI MightHub**  
_Engineering legitimacy into AI systems._