Official Sources

Transparency of Information Sources

At AGI Finance Lab, every analysis begins with a simple principle:

The reliability of an output depends on the reliability of its sources.

The QMI framework integrates multiple categories of verifiable information sources, combining regulatory data, operational signals, digital evidence, and cognitive validation systems to create a structured measurement environment. The purpose is not to generate opinions, but to build a consistent and traceable foundation for analysis.

Source Categories Used by the QMI Framework

1. Institutional & Regulatory Sources

These sources form the primary layer of verification and are used to establish legal, regulatory, and organizational consistency.

Included Sources

National public registries
Financial authorities and regulatory bodies
AML, KYC and CFT regulatory frameworks
Official compliance documentation
Government publications and public records

These sources provide the reference layer necessary to validate identities, legal structures, compliance status, ownership information, and regulatory exposure.

2. Financial & Operational Sources

When available and legally accessible, operational and financial signals are incorporated to identify patterns that may not emerge from static documentation alone.

Included Sources

Banking and fintech data
Operational platform telemetry
Transactional behavior patterns
Risk indicators and operational inconsistencies
Reliability indicators related to individuals (PF) and organizations (OG)

These elements contribute to measuring operational coherence and identifying potential anomalies within business activities and decision-making processes.

3. Verifiable Digital Sources

The digital environment contains valuable information, but only when it can be verified, contextualized, and cross-checked.

Included Sources

Multi-layer web graph analysis
Verified digital profiles
Historical public interaction records
Non-manipulated reputation signals
Online activity metadata

The objective is not social monitoring but the evaluation of consistency, continuity, and credibility across publicly observable digital footprints.

4. Off-Web Sources

Not all relevant information exists online. Certain analyses require access to certified, territorial, or historically archived records.

Included Sources

Physical registries
Official non-digital documents
Certified archives
Information originating from local authorities and territorial entities

These sources support long-term reconstruction of historical events, ownership structures, and institutional records.

5. Internal Cognitive Sources

The final layer consists of proprietary measurement systems that transform raw information into structured analytical outputs.

QMI Internal Components

CIIRM-97™ – Consistency normalization and coherence validation
QMI Core – Behavioral analysis layer
QMI Scan Enterprise™ – Cognitive telemetry engine
QMI Sentinel – Anomaly detection framework
QMI Matrix – Cross-reliability analysis between individuals (PF) and organizations (OG)

Together, these systems provide the analytical infrastructure that supports risk assessment, consistency measurement, and decision-support activities within the QMI ecosystem.

Methodological Principle

QMI does not rely on a single database, a single dataset, or a single source of truth.

Its architecture is built on the integration of multiple independent source categories, allowing information to be verified through cross-referencing, consistency checks, and reliability controls.

Every statement requires a source.
Every result requires verification.
Every measurement requires evidence.

This principle guides the entire AGI Finance Lab analytical framework.

Disclaimer

The categories listed above describe the source architecture integrated within the QMI framework. Data availability may vary according to jurisdiction, applicable regulations, client authorization, and the legal accessibility of specific information sources.

AGI Finance Lab
European Horizon. Global Intelligence. Local Impact.