| --- |
| license: other |
| language: |
| - en |
| tags: |
| - aml |
| - kyc |
| - cdd |
| - compliance |
| - governance |
| - audit |
| - human-in-the-loop |
| - risk-management |
| - financial-crime |
| - decision-support |
| - policy-aware-ai |
| - review-chain |
| - bpm-red-academy |
| pipeline_tag: text-generation |
| library_name: transformers |
| --- |
| |
| # FinC2E — Financial Cognitive Compliance Engine |
|
|
| **Governance-first AML/KYC case structuring and review-chain intelligence for human-accountable institutional workflows.** |
|
|
| FinC2E is part of the **BPM RED Academy — HumAI MightHub** governance stack. |
|
|
| It is designed for regulated and high-accountability environments where AI must remain: |
|
|
| - advisory-only |
| - human-reviewed |
| - policy-aware |
| - explainable |
| - traceable |
| - audit-ready |
|
|
| FinC2E is not positioned as an autonomous compliance decision-maker. |
| It is designed to support structured AML/KYC/CDD case analysis, human review-chain governance, escalation handling, audit-ready reasoning, and controlled institutional evaluation. |
|
|
| --- |
|
|
| ## Product Context |
|
|
| FinC2E supports the broader **FinC2E Studio** workflow: |
|
|
| | Layer | Purpose | |
| |---|---| |
| | Case Intake | Structured AML/KYC/CDD fields, jurisdictions, UBO, source of funds, PEP, sanctions, adverse media, and narrative context | |
| | Policy-Aware Analysis | Risk level, score, reason, controls, red flags, assumptions, missing information, audit note, committee summary | |
| | Human Review Chain | Reviewer role, decision, notes, escalation, override, final disposition | |
| | Lifecycle & Worklist | Case state, priority, worklist bucket, next required action | |
| | Management Dashboard | Executive visibility over review status, closure state, attention level, and workflow posture | |
| | Audit Trail | Event IDs, timestamps, actors, policy mode, source integrity, and event payload | |
| | Export Pack | Executive Case Report, Review Chain Bundle, Management Summary, Audit Package | |
|
|
| --- |
|
|
| ## Validated System Status |
|
|
| FinC2E Studio has completed **Golden Test Set v2** validation. |
|
|
| | Validation Area | Status | |
| |---|---| |
| | Low-risk AML/KYC scenario | PASSED | |
| | Medium-risk uncertainty scenario | PASSED | |
| | High-risk missing UBO / unclear source-of-funds scenario | PASSED | |
| | Critical sanctions / PEP / adverse media scenario | PASSED | |
| | Contradiction handling | PASSED | |
| | Escalation workflow | PASSED | |
| | Override workflow | PASSED | |
| | Final disposition and closure | PASSED | |
| | Post-closure guardrail | PASSED | |
| | Audit trail and export package generation | PASSED | |
|
|
| **Current system status:** Validated pilot-ready governance product. |
|
|
| --- |
|
|
| ## Intended Use |
|
|
| FinC2E is intended for controlled institutional evaluation in: |
|
|
| - AML / KYC / CDD case structuring |
| - suspicious transaction review support |
| - UBO and source-of-funds gap analysis |
| - PEP, sanctions, and adverse media triage support |
| - red-flag extraction |
| - controls recommendation support |
| - committee briefing preparation |
| - audit-ready narrative generation |
| - review-chain governance |
| - controlled compliance workflow pilots |
|
|
| --- |
|
|
| ## Not Intended For |
|
|
| FinC2E is not intended for: |
|
|
| - autonomous compliance decisions |
| - autonomous transaction approval |
| - autonomous rejection, blocking, freezing, penalties, or reporting |
| - legal or regulatory advice |
| - public consumer use |
| - replacing compliance, audit, legal, or risk professionals |
| - unrestricted use with real personal or confidential institutional data |
|
|
| All outputs require qualified human review. |
|
|
| --- |
|
|
| ## Governance Boundary |
|
|
| FinC2E follows a strict governance boundary: |
|
|
| | Boundary | Position | |
| |---|---| |
| | Autonomous enforcement | Not supported | |
| | Human accountability | Required | |
| | Final decision authority | Remains with institution and qualified human reviewers | |
| | Regulatory/legal authority | Not claimed | |
| | Public real-data use | Not recommended | |
| | Private institutional deployment | Required for real records | |
|
|
| --- |
|
|
| ## Output Orientation |
|
|
| FinC2E is designed to support structured outputs such as: |
|
|
| ```json |
| { |
| "risk_level": "Low | Medium | High | Critical", |
| "score": 0.0, |
| "reason": "short structured explanation", |
| "recommended_action": "APPROVE | REVIEW | ESCALATE | REJECT | BLOCK_SAR", |
| "controls": ["control 1", "control 2"], |
| "red_flags": ["flag 1", "flag 2"], |
| "assumptions": ["assumption 1", "assumption 2"], |
| "missing_information": ["item 1", "item 2"], |
| "audit_note": "audit-ready narrative", |
| "committee_summary": "brief committee-ready summary" |
| } |
| This schema is intended to support human review, committee briefing, audit preparation, workflow integration, and institutional traceability. |
| |
| |
| System Integration |
| |
| FinC2E is designed to operate as part of the FinC2E Studio workflow and may be combined with: |
| |
| Hugging Face Spaces |
| model / fallback inference configuration |
| policy profiles |
| human review workflow |
| lifecycle/worklist logic |
| audit trail |
| export packages |
| private institutional deployment patterns |
| future AI Factory governance workloads |
| |
| |
| Controlled Pilot Orientation |
| |
| Recommended pilot format: |
| |
| Controlled AML/KYC Governance Pilot |
| |
| A 4–6 week advisory-only pilot using synthetic or anonymized AML/KYC cases to evaluate: |
| |
| case structuring quality |
| risk posture consistency |
| review-chain governance |
| escalation and override handling |
| management visibility |
| audit package usefulness |
| |
| Recommended scope: |
| |
| 25–100 synthetic or anonymized cases |
| 2–4 policy profiles |
| human reviewer workflow testing |
| audit package review |
| pilot evaluation summary |
| |
| |
| ## Related Assets |
| |
| - **FinC2E Studio:** https://huggingface.co/spaces/bpmredacademy/HumAI_FinC2E_HQ |
| - **Governance Gateway:** https://huggingface.co/spaces/MightHubHumAI/FinC2E-Governance |
| - **HumAI MightHub Organization:** https://huggingface.co/MightHubHumAI |
| - **BPM RED Academy Website:** https://www.bpm.ba |
| - **FinC2E Website Page:** https://www.bpm.ba/FinC2E |
| - **Founder Profile:** https://huggingface.co/bpmredacademy |
| |
| Institutional Disclaimer |
| |
| FinC2E is provided for controlled evaluation, research, pilot preparation, and institutional workflow design. |
| |
| It does not provide legal advice, regulatory advice, financial advice, or autonomous compliance decisions. |
| |
| All outputs must be reviewed by qualified personnel under applicable institutional, legal, regulatory, and governance frameworks. |
| |
| |
| BPM RED Academy — HumAI MightHub |
| Engineering legitimacy into AI systems. |
| |
| |
