Regulatory briefings, OSINT methodology, typology research, technical architecture and anonymised case studies — written for analysts, MLROs, regulators and engineering teams who need the substance, not the brochure.
Short, technical briefings on how Sophkos maps to current and emerging financial-crime regulation. Written for compliance, legal and supervisory readers, not marketing audiences.
How beneficial-ownership transparency, harmonised CDD, AMLA supervisory expectations and the single rulebook translate into platform, data and evidence requirements.
CASP obligations, originator/beneficiary information, self-hosted wallet exposure, sanctions screening and on-chain attribution in one regulatory frame.
Reading Recommendations 10, 11, 12, 15, 16, 20 and 22 not as compliance checklists but as architectural constraints on a financial-intelligence platform.
What a defensible SAR/STR looks like when the underlying evidence, behavioural reasoning and human approval are versioned and reproducible.
The Sophkos typology library catalogues recurring financial-crime patterns. Each entry pairs a behavioural and structural description with detection logic, evidence requirements and known counter-patterns.
Account opening clusters, dormancy patterns, controller signatures, payroll-mule and romance-mule variants, recovery and disruption strategies.
Invoice redirection, impersonation, investment, purchase and romance variants. Behavioural pre-cursors and downstream laundering signatures.
Fragment recombination, credit-bureau cultivation, document fabrication and the OSINT signals that separate synthetic from genuine identity over time.
Smurfing, micro-structuring, time-shifted deposits and the behavioural signatures distinguishing structuring from legitimate cash-intensive activity.
Multi-rail layering through cards, wires, instant payments, crypto on/off-ramps and pass-through entities. Graph-shape signatures and disrupted-flow detection.
Nested correspondent relationships, third-party payment processors, shell-bank vestiges, and the structural patterns that betray hidden customers behind a customer.
Ownership opacity, jurisdictional rerouting, front companies, trade-based laundering signatures and the OSINT layer that resolves apparent unknowns.
Mixer and bridge exposure, peel chains, OTC desks, instant-exchange routes, P2P off-ramps and the on-chain to off-chain reconciliation problem.
Over- and under-invoicing, phantom shipments, multiple-invoicing, free-trade-zone exposure, and the documentary patterns that survive correspondent review.
Methodology briefs covering source taxonomy, attribution, corroboration, adversarial denial, and the operational practice of running OSINT inside a regulated financial environment.
Corporate registries, sanctions lists, PEP corpora, adverse media, leaks, public filings, court records, on-chain data and digital footprint — classified by reliability and freshness.
How partial identifiers, name variants, transliteration, address fuzziness and corporate aliasing are resolved into stable, defensible entity nodes.
How independent sources are weighted, how single-source claims are flagged, and how OSINT evidence becomes admissible inside a regulated decision record.
How sophisticated actors poison open sources, manufacture corroboration and use legitimate privacy channels — and how the platform reasons under those conditions.
Architecture briefs for technology leadership, platform engineers and security architects evaluating Sophkos against existing systems.
Entity, relationship, evidence and decision modelling. Temporal versioning, provenance, and the invariants that keep the graph defensible at scale.
How transaction streams are scored against behavioural baselines, graph context and catastrophe-risk surfaces — with deterministic replay for audit and review.
Choosing between embedded SDK, hosted platform, white-label deployment and hybrid topology — with data-residency, segregation and operational tradeoffs.
Versioned rules, models and policies. Model-risk management, challenger models, human-in-the-loop approval and the regulator-facing evidence model.
A small set of anonymised case studies showing how Sophkos has been applied to specific intelligence problems — by banks, EMIs, crypto businesses and investigative practices. Names and identifying details are removed.
Graph and behavioural analytics applied to a payroll-mule cluster operating across roughly 1,800 accounts. Identification, evidence assembly, account action and law-enforcement handoff.
Time-aware ownership and control mapping across nested correspondent and PSP relationships, identifying hidden ultimate exposure to a sanctioned jurisdiction.
Unified Travel-Rule, sanctions, on-chain attribution and behavioural monitoring across a CASP's user base and wallet topology, with regulator-ready evidence trail.
Entity-centric investigation across multiple jurisdictions: ownership, transactions, OSINT, evidence and decision record assembled into an admissible bundle.
Cross-firm typology analytics for a supervisory authority, identifying systemic patterns and outlier institutions without exposing individual customer data.
Time-bounded financial-intelligence bundle assembled from open sources, public records and partner-provided data for an active law-enforcement investigation.
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