AI & ML interests

AI governance, compliance AI, risk orchestration, human-in-the-loop systems, financial regulation, decision auditability

Recent Activity

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.

datasets 0

None public yet