benelux forum 2014 - compliance analytics
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DESCRIPTION
Presentation from the SWIFT Benelux Forum held in La Hulpe on 19/20 March 2014.TRANSCRIPT
Compliance Analytics
March, 2014
Introduction
Compliance portfolio
Compliance Services - Introduction 2
Payments
data quality
assessment
FATF rec 16
Compliance Analytics
Sanctions list service
Sanctions KYC AML
Processing
services
Traffic
analysis
Standards
Data
repository
KYC registry on
SWIFT
membership
AML testing &
tuning Screening Testing Traffic restriction
(RMA)
Compliance Services - Introduction 3
Help Banks identify possible anomalies in their
transaction activities by
• Providing an overview of the overall context
through SWIFT total activities
• Providing a comprehensive view of a bank’s
transaction activities, across all subsidiaries,
with all their correspondents
• Helping banks analyse their transactions by
benchmarking vs SWIFT totals, vs peers
• Providing risk analysis tools/visuals and
alerting mechanisms to help detect potential
anomalies
Objective
Compliance Analytics – Leveraging SWIFT
traffic data for risk monitoring
RISK
MONITORING
• Macro views
(geography, value,
currencies, volume)
• Aggregated views of
bank’s total activities
• Benchmark vs
SWIFT totals
• Feed AML and
Sanctions risk
assessments
• Prepare country
visits
• Alerts in case
unexpected
behaviour or
activity outside of
acceptable
thresholds (e.g.
dormants, outliers,
spikes)
• Drill down to
identify reasons of
alerts
• SWIFT as a
neutral 3rd party
source
• Internal and
external
reporting
• Assurance -
reconcile volumes
and values
• Challenge
compliance with
own policies and
controls - provide
proof
• Challenge
settings of
monitoring
systems.
Value proposition
Identify and target
highest risks
Challenge own controls
Anticipate threats and
trends Report
Institution
SWIFT
4 Compliance Services - Introduction
High level Outliers
Reporting Alerting
Bank A Bank B Bank C Bank D Bank E Bank F Bank G Bank H Bank I Bank J
Current Growth 25% -30% 14% 20% 70% -23% 60% 18% -6% -33%
Interval min -40% -40% -10% -45% -66% -46% -45% -80% -30% -100%
Interval max 30% 35% 10% 50% 73% 55% 52% 95% 33% 75%
Mean -5% 1% 1% 4% 4% 4% 3% 22% 3% -20%
-100%
-50%
0%
50%
100%
-100%
-50%
0%
50%
100%
The offering combines a service and a tool
Branches
Correspondents
Countries
Corridors
Services
• Tailor the offering
• Setting of alerts based
on customer’s needs
Tool
• Targets analysts
• Overall reporting
• Possibility to drill down
• Outliers / alerts based on
statistics and user
defined thresholds
Drill down
RISK
• Institution
specific
• Other risk
definitions
April 2014
Compliance Services - Introduction 5
6
Leveraging country of origin and beneficiary
country to provide additional insights
CA UK
CH
YE
Compliance Services - Introduction
MT103: field 52A
MT202: field 52A MT103: field 57A
MT202: field 58A
BIC code
BIC code
Example SWIFT Compliance BI data for DEMO Bank:
Country drill-down (Mauritania)
Data Sources All figures based on Inbound payments (MT103 &
MT202cov) from correspondents in Mauritania – Full Year
2013
1. Geographical distribution of Demo Bank
branches/affiliates, based on value of inbound traffic.
Payments with 4 Demo bank affiliates in 4 countries
2. Top20 Ultimate beneficiary countries (field 57a),
based on value of inbound traffic: Top 20 out of 100
countries overall
3. Sanctioned country as ultimate beneficiary, based
on value of inbound traffic. Example has one
payment sent by Bank X in Mauritania, via Demo
Bank, with Cuba as ultimate beneficiary country
Value distribution
2. Ultimate beneficiary countries – Top 20 3. Do any flows end up in a country with sanctions?
1. How many DEMO Bank affiliates does Mauritania interact with?
4 branches in 4
countries
Beneficiary country drill
down: Individual sanctions
are applied to Cuba,
however there is a $217
USD transaction
Compliance Services - Introduction 7
Compliance Services - Introduction
Currency distribution of payments from CORRATWW
(based on value of inbound traffic)
DEMO Bank correspondents in Austria
(based on value of inbound traffic)
Top10 Austrian corridors and DEMO Bank activity share
(based on value of inbound traffic)
Top20 DEMO affiliates receiving payments from CORRATWW
(based on value of inbound traffic)
Correspondent Analysis – Correspondent CORRATWW Inbound payments (MT103 & MT202cov) – Full Year 2013
129
Poland 130
Slovenia 163 54 (33%)
Hungary 329 26 (8%)
Italy 442
Slovakia 699
France 805 258 (32%)
Bulgaria 842 8 (1%)
Germany 1,101 220 (20%)
Austria 1,972 552 (28%)
Other countries (43)
14 (2%)
66 (15%)
12 (9%)
86 19 (22%)
United Kingdom 15 (12%)
in billion USD
DEMO Bank
Total SWIFT
CORRAT2L
Other correspondents in AT (41) 111
123
CORAATWW 14
CORBAT22 17
22
COROAT2L 42
CORBATWW 63
COROATWW
CORGATWG 136
CORNATWW 157
CORRATWW 175
CORUATWW 384
in billion USD
8
1. What are the top Austrian
corridors and correspondents?
DEMO Bank is a major player in
Austria with 51 correspondents
2. How many DEMO Bank affiliates
does CORRATWW interact with?
Payments with 50 DEMO Bank
affiliates
3. Currency split of CORRATWW
payments activity with DEMO Bank
in 2013?
88% of payments are in EUR
Compliance Services - Introduction 9
Correspondent Analysis – Correspondent CORRATWW Inbound payments (MT103 & MT202cov) – Full Year 2013
1. What are the higher risk
originating countries?
2. Which DEMO Bank affiliates
are involved in these flows?
3. What are the ultimate
beneficiary countries?
Compliance Services - Introduction 10
20%
22%
15%
13%
5%
4%
5%
7%
100%
0 - 500 500-2500 2500-10k 10k-50k 50k-100k 100k-1mln >1mln
15% 11% 7%
Subsidiary 2 40% 25% 10% 3%
Indonesia 21% 26%
2%
Turkey 16% 23% 18% 9% 8%
Subsidiary 1 15% 25% 20% 10% 5%
Value range (USD)
Compare distribution of transactions by value
range of subsidiaries vs country averages
DUMMY
Look at distribution and evolution of value buckets:
• By subsidiary
• By correspondent
• By country
• By corridor
Compliance Services - Introduction 11
Mar Feb
> 1mln
100k - 1mln
50k - 100k
Sep
10k - 50k
2500 - 10k
500 - 2500
< 500
Oct Nov Dec Jan Apr May Jun Jul Aug
Identify anomalies in distribution by value
range on a monthly basis
DUMMY
Compliance Services - Introduction 12
DEMOXXAA 860 34% 52%
DEMOXXEE 630 40% 44%
DEMOXXDD 590 41% 58%
DEMOXXCC 630 48% 29%
DEMOXXBB 670 30% 48%
14%
22%
24%
2%
16% 500 22% 64%
510 51% 39%
550 25% 47%
600 15% 52%
830 42% 46% 12%
33%
27%
10%
14%
Active relationships
Unused relationships (no traffic since creation)
Dormant (no traffic for last 12 months)
Inbound Outbound
Analyse your unused and dormant RMA
relationships
DUMMY
• Overview by branch
• Identify correspondents up to BIC level
• Ease clean-up
New RMA correspondent relations
Compliance Services - Introduction 13
125
110105100
8876
90838085
7565
May Apr Jan Mar Feb Dec Nov Oct Sep Aug Jul Jun
Newly created inbound RMA relations in 2013
In FATF countries with deficient
AML controls
Inbound relations created in 2012 for which no traffic in 2013
With traffic 60%
Without traffic 40%
EMEA 55% AP
30%
AME
15%
Overall Breakdown by region for
without traffic
Number of new relations
by month
0 3 4 7 3 0 5 1 10 3 0 12
DUMMY
Compliance Services - Introduction 14
Average
Growth previous month
Confidence interval
Correspondent A Correspondent B Correspondent C Correspondent D Correspondent E Correspondent F Correspondent G Correspondent H Correspondent I Correspondent J
Current Growth 25% -30% 14% 20% 70% -23% 60% 18% -6% -33%
Interval min -40% -40% -10% -45% -66% -46% -45% -80% -30% -100%
Interval max 30% 35% 10% 50% 73% 55% 52% 95% 33% 75%
Average -5% -3% 0% 2% 4% 4% 3% 8% 3% -13%
-100%
-50%
0%
50%
100%
-100%
-50%
0%
50%
100%
Identify correspondents with exceptional
growth based on statistical analysis
DUMMY