, FOR3705
ASSIGNMENT 2 SEMESTER 2
2026
DUE SEPEMBER 2026
1.1. In the context of financial crime investigation, the financial profile and the behavioural profile
serve as two distinct yet complementary analytical tools, each offering a unique lens through which
to examine suspicious activity. A financial profile is fundamentally a quantitative and documentary
reconstruction of an individual’s or entity’s economic life, grounded in verifiable data such as bank
statements, tax returns, property records, business registrations, and transactional ledgers
(Gottschalk, 2010). Its primary purpose is to establish a baseline of legitimate financial behaviour
against which anomalies can be measured, thereby identifying discrepancies such as unexplained
wealth, sudden spikes in cash flow, or transactions that do not align with declared income or
business operations (Kranacher, Riley and Wells, 2011). The key elements of a financial profile
include the source and application of funds, asset holdings, liability structures, income streams,
expenditure patterns, and the velocity or frequency of transactions, all of which are assessed for
internal consistency and plausibility within a given economic context (Picard, 2015). This profile is
indispensable for tracing the proceeds of crime, quantifying financial losses, and providing
evidentiary support for asset forfeiture or money laundering charges, as it relies on objective,
auditable records that can be presented in court with a high degree of certainty (Levi and Maguire,
2004).
In contrast, a behavioural profile shifts the analytical focus from numbers to human actions,
patterns, and psychological drivers, seeking to understand how and why an individual or group
engages in financial crime (Alalehto, 2003). Rather than asking what the financial records show, the
behavioural profile asks what the subject does, when, with whom, and under what circumstances,
interpreting these actions as indicators of intent, risk appetite, deception, or complicity (Duffield
and Grabosky, 2001). Its purpose is to predict future offending, identify networks of
co-conspirators, and prioritise investigative leads by highlighting deviations from expected social or
occupational norms, such as a public official living beyond their means, a trader making unusually
timed investments, or a corporate officer frequently restructuring entities in secrecy havens (van
Duyne, 2003). Key elements of a behavioural profile include transactional habits, such as
structuring deposits to avoid reporting thresholds, communication patterns with counterparties,
geographical travel history, lifestyle choices, professional associations, and responses to regulatory
or internal controls, all of which are analysed for signs of evasion, manipulation, or undue influence
(Petrocelli and Piquero, 2013). Unlike the financial profile, which is static and retrospective, the
behavioural profile is dynamic and forward-looking, often drawing on forensic psychology,
criminology, and network analysis to generate hypotheses about criminal motivation and
opportunity (Shover and Hochstetler, 2006).
ASSIGNMENT 2 SEMESTER 2
2026
DUE SEPEMBER 2026
1.1. In the context of financial crime investigation, the financial profile and the behavioural profile
serve as two distinct yet complementary analytical tools, each offering a unique lens through which
to examine suspicious activity. A financial profile is fundamentally a quantitative and documentary
reconstruction of an individual’s or entity’s economic life, grounded in verifiable data such as bank
statements, tax returns, property records, business registrations, and transactional ledgers
(Gottschalk, 2010). Its primary purpose is to establish a baseline of legitimate financial behaviour
against which anomalies can be measured, thereby identifying discrepancies such as unexplained
wealth, sudden spikes in cash flow, or transactions that do not align with declared income or
business operations (Kranacher, Riley and Wells, 2011). The key elements of a financial profile
include the source and application of funds, asset holdings, liability structures, income streams,
expenditure patterns, and the velocity or frequency of transactions, all of which are assessed for
internal consistency and plausibility within a given economic context (Picard, 2015). This profile is
indispensable for tracing the proceeds of crime, quantifying financial losses, and providing
evidentiary support for asset forfeiture or money laundering charges, as it relies on objective,
auditable records that can be presented in court with a high degree of certainty (Levi and Maguire,
2004).
In contrast, a behavioural profile shifts the analytical focus from numbers to human actions,
patterns, and psychological drivers, seeking to understand how and why an individual or group
engages in financial crime (Alalehto, 2003). Rather than asking what the financial records show, the
behavioural profile asks what the subject does, when, with whom, and under what circumstances,
interpreting these actions as indicators of intent, risk appetite, deception, or complicity (Duffield
and Grabosky, 2001). Its purpose is to predict future offending, identify networks of
co-conspirators, and prioritise investigative leads by highlighting deviations from expected social or
occupational norms, such as a public official living beyond their means, a trader making unusually
timed investments, or a corporate officer frequently restructuring entities in secrecy havens (van
Duyne, 2003). Key elements of a behavioural profile include transactional habits, such as
structuring deposits to avoid reporting thresholds, communication patterns with counterparties,
geographical travel history, lifestyle choices, professional associations, and responses to regulatory
or internal controls, all of which are analysed for signs of evasion, manipulation, or undue influence
(Petrocelli and Piquero, 2013). Unlike the financial profile, which is static and retrospective, the
behavioural profile is dynamic and forward-looking, often drawing on forensic psychology,
criminology, and network analysis to generate hypotheses about criminal motivation and
opportunity (Shover and Hochstetler, 2006).
