Specialist advisory for Tier 1 banks, fintechs, and financial institutions. We identify the structural failures in your KYC, AML, and risk classification architecture — before they become regulatory findings, enforcement actions, or front-page incidents.
High-risk entities recorded as low-risk due to inadequate risk scoring models and unchallenged legacy classifications.
PCCs, PAHVs, and multi-layered trusts that obscure beneficial ownership and defeat standard CDD controls.
Tens of thousands of customer records requiring urgent review with no structured programme to resolve them.
Approaching FCA, ECB, or CBN reviews without a documented, defensible control framework to present.
Not generic compliance. Targeted interventions that fix structural failures, close regulatory gaps, and build frameworks that hold under scrutiny.
Your institution has accumulated thousands of incomplete, stale, or misclassified customer records. Each one represents a live regulatory risk.
We design and lead structured remediation programmes — from triage and risk-tiering through to evidence-based file completion — at volumes from 10,000 to 500,000+ customers. Programmes include MIS tracking, workflow design, and regulator-ready MI packs.
✓ Quantified Risk ReductionAn upcoming FCA, ECB, or CBN review will expose every gap in your control framework if you have not prepared a defensible, evidence-based position in advance.
We conduct pre-audit gap analysis, build control narratives, prepare response packs, and coach senior stakeholders on regulator-facing engagement. From thematic reviews to enforcement-adjacent proceedings.
✓ Regulator-Ready OutputRisk rating models built years ago no longer reflect your customer base, product risk, or the current regulatory expectation. Mis-scoring creates both over-exposure and resource waste in equal measure.
Full review and rebuild of customer risk models: weighting logic, trigger criteria, periodic review thresholds, and escalation pathways. Outputs include documented methodology and Board-level rationale.
✓ Calibrated, Defensible ModelsProtected Cell Companies, Purpose-Allocated Holding Vehicles, multi-jurisdictional trusts, and nominee structures are designed to be opaque. Standard CDD controls fail silently here.
We resolve beneficial ownership to natural person level across complex legal structures, applying jurisdictional analysis, legal instrument review, and escalation protocols for non-cooperative entities or politically exposed controllers.
✓ UBO Resolution to Natural PersonTransaction monitoring rules not reviewed in three years. Typology libraries built for yesterday's threats. SAR quality that would not survive a supervisory review.
End-to-end AML framework review: transaction monitoring calibration, typology refresh, SAR quality assessment, MLRO escalation pathways, and three-lines-of-defence operating model redesign with documented accountability.
✓ Audit-Ready Control DocumentationManual KYC processes create bottlenecks, inconsistency, and human error. Automation without compliance architecture creates new regulatory risk.
We design AI-enabled compliance workflows — perpetual KYC triggers, automated risk re-scoring, intelligent document verification — anchored in regulatory requirements (FCA SYSC, JMLSG, FATF Guidance) to ensure auditability and explainability.
✓ Regulator-Explainable AI DesignAnonymised case studies drawn from real institutional engagements. The problems were systemic. The stakes were real.
A legacy risk scoring model, unchanged for six years, was silently classifying a segment of high-risk customers as standard risk. The flaw was embedded in how the model weighted jurisdiction and entity type — criteria that had been manually overridden during initial onboarding and never subsequently reviewed.
Approximately 2,800 customers operating in high-risk jurisdictions were carrying inadequate periodic review frequencies, reduced CDD scope, and no EDD triggers. The institution had filed SARs on only 14 of these accounts in the preceding 24 months — a statistical anomaly that would have drawn immediate FCA scrutiny.
Full retrospective analysis of the scoring logic. Reweighting of jurisdiction, industry, and ownership structure criteria. Immediate escalation of 340 highest-risk accounts to EDD queue. Remediation programme designed for the remaining cohort with regulator-facing MI tracking and Board notification framework.
A client entity presented as a Guernsey-incorporated family office operating through a Protected Cell Company structure with seventeen protected cells. Standard CDD had been applied to the PCC as a single corporate entity — a fundamental misclassification. Each cell constituted a distinct legal and risk exposure requiring independent UBO resolution.
Three of the seventeen cells were subsequently identified as having beneficial controllers with PEP connections spanning two jurisdictions. One cell's principal beneficiary held nominal ownership through an Israeli Advocate-certified minor beneficiary arrangement — an unusual but legitimate structure requiring specialist document analysis and jurisdictional verification.
Cell-by-cell legal structure analysis. UBO resolution to natural person level across all seventeen cells. Escalation of PEP-adjacent cells to EDD with senior management sign-off. Full re-documentation of the client record including jurisdictional legal opinions and GFSC regulatory cross-reference.
Following a post-merger integration, a Tier 1 institution inherited an unresolved backlog of over 100,000 customer records from the acquired entity. Records ranged from incomplete initial onboarding to stale periodic reviews more than five years old. The acquiring institution's internal teams lacked both the capacity and the institutional knowledge to address the backlog within the regulator's agreed timeline.
Beyond the direct regulatory exposure from operating with deficient customer files, the backlog represented a live financial crime risk. Without current CDD, the institution could not identify which customers had undergone material changes in risk profile, beneficial ownership, or PEP/sanctions status during the remediation gap period.
Programme design and governance framework established within 30 days. Customer population segmented by risk tier, onboarding vintage, and available documentation. Specialist triage workflow deployed prioritising highest-risk and highest-value segments. Automated chase and escalation protocols reduced manual intervention requirements. Weekly MI packs delivered to ExCo and MLRO with programme RAG status, risk-adjusted completion forecasts, and exception reporting.
An FCA-regulated payments institution received notification of inclusion in a thematic review covering transaction monitoring effectiveness and SAR quality. Internal teams had limited experience of regulatory-facing engagement at this level and held no documented framework capable of withstanding external scrutiny.
Twelve-week readiness sprint: gap analysis across transaction monitoring calibration, SAR quality and narrative standards, MLRO escalation procedures, and governance documentation. Preparation of a comprehensive control self-assessment and narrative pack. Coaching of MLRO and senior management on regulator engagement. The institution received no adverse findings from the review.
A trust administration client sought to apply Simplified Due Diligence to a corporate customer on the basis that it was audited by a firm regulated as a Prescribed Business under GFSC regulation. The relationship team had no framework for verifying this assertion or documenting the SDD rationale in a way that would satisfy a compliance challenge or external audit.
Verification of the auditor's GFSC registration status as a Prescribed Business. Analysis of whether the regulatory status satisfied the applicable SDD eligibility criteria under the institution's policy. Full documented rationale prepared, including regulatory cross-reference, enabling the relationship team to proceed with SDD with an auditable, defensible justification on file.
Rapid, structured review of your current KYC, AML, and risk frameworks. We identify the highest-priority failure points and quantify regulatory exposure within 5 working days.
Bespoke remediation or transformation programme with defined scope, milestones, resource model, governance structure, and regulator-ready MI framework.
Hands-on advisory — not just recommendations. We sit alongside your teams, drive the work, and maintain quality standards throughout programme delivery.
All programme outputs are structured with the regulator as the audience. Documentation, MI, control narratives, and outcomes are built to withstand external scrutiny from day one.
Non-obvious insight on financial crime risk, regulatory strategy, and the structural failures that compliance teams keep inheriting but rarely fix.
Most financial institutions carry risk models that were built for a customer population that no longer exists. The assumptions embedded in your scoring logic — jurisdiction weighting, entity type multipliers, industry risk flags — were calibrated against a regulatory landscape that has since moved. The model has not. This is not a compliance gap. It is a liability gap.
A reminder that crossed my desk this week:
The FCA does not find problems in your framework. It finds problems you already knew about but couldn't justify prioritising.
Every thematic review I've supported has found the same pattern: the issues were not invisible.
They were documented, escalated, and de-prioritised. The paper trail makes that very clear.
Regulatory risk is not a detection problem. It is a governance and accountability problem.
This practice was built from inside the institutions it now advises. Our methodology is not academic — it was forged across multiple UK financial institutions at Tier 1 level, handling complex cases that standard compliance frameworks were never designed to resolve.
Career experience spanning UK retail and private banking, Channel Islands wealth management, and West Africa financial institutions — across financial crime, KYC/CDD, AML, and sanctions functions. The expertise here is operational, jurisdictional, and real.
View Full Profile on LinkedIn"Cognitive Compliance didn't just identify what was wrong — they built us a framework that we could present to the regulator with confidence. That's a different skill set entirely, and it's rare."
"The UBO analysis on our PCC portfolio was something our internal teams had been unable to complete for over two years. Resolved, documented, and regulator-ready within six weeks."
"What separates this practice is the combination of technical depth and commercial awareness. They understand that the regulator is not the only audience — the Board is equally important to satisfy."
Whether you face a regulatory review in 90 days or a structural deficiency you have been aware of for years — the right time to act was before it was urgent. The second best time is now.