EDD-METHOD-1.1 · RISK-ENGINE-1.1 · RULESET-1.1

Methodology

One deterministic, sector-neutral engine. AI may later help classify evidence and draft wording, but never decides a score.
Evidence→Finding→Risk factor→Risk domain→Inherent risk→EDD measures→Mitigation→Residual risk→Risk appetite→Recommendation→Organisation decision
Weights (version-controlled)

Five risk domains

  • Client / Customer / Vendor30%
  • Channel / Distribution15%
  • Geographical20%
  • Transaction20%
  • Products / Services15%

Relationship-type modifiers can shift emphasis (e.g. intermediaries weight channel risk higher). Weights are not user-editable in V1.

0–100

Scoring bands

  • Low0–19
  • Medium-Low20–39
  • Medium40–59
  • High60–79
  • Very High80–100
Deterministic ruleset

Three mechanisms

1. Weighted scoring

Each domain aggregates its factors (strongest in full, second 50%, others 25%); domains combine by weight into inherent risk. Completed mitigations reduce domain scores proportionally (max 55%).

2. Mandatory triggers

Confirmed sanctions match → Sanctions / Legal Review, outside scoring. Relevant PEP → mandatory PEP review, SoW, SoF and senior approval. PEP alone never means Very High.

3. Floors & unable to conclude

Unresolved UBO → minimum High (or unable to conclude for UBO-critical relationships). Unexplained third-party funding → minimum High. Unresolved identity or material evidence conflict → unable to conclude.

Relationship materiality

Associated-subject propagation

Findings propagate as Severity × Relationship Materiality × Relevance × Attribution. Scores are never averaged.

  • UBO (70%)0.88
  • Controlling Person0.90
  • Shareholder (70%)0.57
  • CEO / Managing Director0.80
  • Chair0.65
  • Director0.40
  • Authorised Representative0.55
  • Signatory0.50
  • Parent Entity (70%)0.81
  • Associated Entity0.30
  • Former Director0.15
Current relevance

Finding materiality

Each adverse, regulatory, criminal or litigation finding is assessed on severity, legal stage, recency, outcome, resolution, recurrence, relationship relevance, identity attribution and evidence confidence. Age reduces but never removes a serious conviction; favourable resolution strongly reduces; recent ongoing very serious matters stay High while clearly labelled as allegations or investigations. Original facts are never rewritten. Information that cannot be attributed is recorded as Unable to Verify and is never scored as a confirmed adverse finding.

Ai Risk Intelligence AS

Who is behind the methodology

Andréas Hobbelin — AML compliance and EDD expert with over 15 years of experience and thousands of Enhanced Due Diligence reviews.

Background as EDD expert and investigator in audit and consulting (BDO Forensic Services), senior AML officer in banking (Swedbank Group), Head of AML & Financial Crime Prevention at Nordic fintechs (ZTL, Plusius), and further assignments at banks and fintechs.

A leading AML compliance expert in the Spanish real estate sector, where high-risk non-residents (HRNR), high-net-worth and ultra-high-net-worth individuals buying or selling property are subject to EDD every day. Real estate professionals are a core user group, with their buyer and seller clients as subjects.

Ai Risk Intelligence AS · Org. no. 833854992 · C. Piñon, 29639 Benalmádena, Málaga, Spain · LinkedIn

Core + additive sector packs

Risk factor library

Core
  • PEP exposure
  • Adverse finding
  • Identity uncertainty
  • Complex or opaque ownership
  • UBO unresolved
  • Source of Wealth partly unresolved
  • Source of Funds partly unresolved
  • Higher-risk business activity
  • Remote onboarding with limited controls
  • Introducer / intermediary reliance
  • Power of attorney
  • Residence / incorporation jurisdiction
  • Nationality / citizenship jurisdiction
  • Tax residence jurisdiction
  • Operating / HQ jurisdiction
  • Geographic structure mismatch
  • Jurisdictional exposure
  • Sanctions-exposed jurisdiction
  • High-value transaction
  • Third-party payment
  • Cash funding
  • Crypto-asset funding
  • Complex / offshore payment routing
  • Cross-border relationship
  • Product / service risk characteristics
  • Control over money or assets
Payments pack
  • High transaction velocity
  • Nested payment relationships
  • Merchant settlement risk
Legal / TCSP pack
  • Client money through firm account
  • Company formation service
  • Trust / fiduciary structures
Real estate pack
  • High-value property transaction
  • Third-party buyer / payer
  • Opaque holding vehicle