An unusual pattern is not evidence of wrongdoing.
Financial crime is often characterised by complex transaction networks, multiple intermediaries and attempts to hide the economic meaning of operations. Mantikon Financial Integrity is designed to join permitted transaction data, client and counterparty information and previously investigated events into one graph of financial relationships.
- Regulated trackConcept. Admission requires sector approval, a lawful basis and independent validation.
- Who decidesBank, fintech, compliance function
- Typical sourcesPermitted transaction data, client and counterparty records, sanction screening, case history
- 01
Test the alternatives
One agent studies the transaction structure, another the client's usual behaviour, a third the match to known typologies, a fourth looks for a commercially sound explanation, a fifth checks the quality and provenance of the evidence.
Hypotheses - 02
Build one card
The output is an investigation card with linked events, detected anomalies, supporting information, alternative explanations and open questions.
Decision Brief - 03
Prioritize honestly
The platform helps rank investigations, find duplicate signals and document the grounds for further checks.
Workload
A worked
example
Illustrative scenario, not a customer case.
A transaction chain triggers several rules at once. Rather than stacking the alerts into a higher score, the council asks whether the signals are independent and whether a legitimate business pattern would produce the same shape.
The critic marks which supporting facts derive from a single underlying record, so that repetition is not mistaken for corroboration.
An analyst receives the context of the operation, the strongest counter-explanation and the specific missing evidence that would settle the question.
Scope and
measures
Example workflows
Alert triage · network analysis · investigation card preparation · duplicate signal detection.
Evaluation metrics
Analyst time per case · share of alerts with a documented alternative explanation · duplicate rate · quality of case documentation.
Disclosure
Final decisions on reporting to a regulator, restricting an operation or any other legally significant action are taken by authorized specialists under applicable law.
Discuss a financial integrity concept