Weitere ähnliche Inhalte Ähnlich wie Agile and Cost Effective Compliance: Going Beyond Business Rules with Decision Management (20) Mehr von Decision Management Solutions (10) Kürzlich hochgeladen (20) Agile and Cost Effective Compliance: Going Beyond Business Rules with Decision Management2. ©2014 Decision Management Solutions 2
Your Presenters
James Taylor
CEO of Decision
Management Solutions
We help clients to improve
their business by applying
business rules and analytic
technology to automate and
improve decisions
I have spent the 11 years
championing Decision
Management and developing
Decision Management
Systems
Jan Purchase
Director Lux Magi
We enable investment banks
to automate demanding
financial compliance
regulations, against
challenging deadlines, through
the application of business
rules, business decision
modelling and business
decision management
systems
4. Aims of Compliance
Capital Adequacy
Basel II/III, Solvency II
Reporting and Disclosure: FED 5G
FED 5G, MCO, FATCA
Capital Management
Dodd-Frank, FED Eligibility
Customer Protection
MiFID
©2014 Lux Magi Ltd 4
6. Why is Compliance Demanding?
Challenging Pre-requisites
Data standardisation and quality
Reference data alignment and consistency
Cross Department Impact
Short ‘Time to Market’
Many Intersecting Rules for Special Cases
©2014 Lux Magi Ltd 6
7. What Do Compliance Rules Share?
Automation Is Required
Application Throughput Frequency
Need for Swift Remediation
Very Exceptional Escalation for Manual Decisions
Repeatable
Subject to General and Specific Audit
Temporality
7©2014 Lux Magi Ltd
8. Challenges in Compliance
5 Measuring Effectiveness
Near Real Time Management of Faults
Ability to Self Check
Immediate Articulation of Issues
Improvement OverTime
Explicit Articulation and Management of Goals
Continuous Monitoring and Improvement
Meaningful Metrics
How to define them
How to associate them with the rules
8©2014 Lux Magi Ltd
9. Time to Market
Many mandates have implementation times < 1 year
Fast Resolution of Issues/Imposed Changes
‘Expedited’ change cycle often less than one day
Risk/Cost of errors is high
Requires aids to comprehension, impact analysis
Many sources of externally imposed change
All change needs to be strongly audited
Closure controlled and logged
Challenges in Compliance
4 Agility
9©2014 Lux Magi Ltd
10. Challenges in Compliance
3 Consistency
Initiatives Often Impact Many Systems
Need to ensure they all behave coherently
Can’t implement policy changes in each
Need a common approach at different points
of complex business process
Facilitating Inter-Departmental Integrity
Instrument Data Sourcing for Multiple Feeds
Platform Ubiquity and Reuse
10©2014 Lux Magi Ltd
11. Challenges in Compliance
2 Transparency
Precision
Convey meaning in business terms
You cannot safely change what you don’t understand
Standard representation to make sharing easier
Traceability
Which rules were used?
Why where they selected?
What authority justified them?
Can the regulation be seen to have been followed?
11©2014 Lux Magi Ltd
12. Each Mandate Adds Complexity
Few points of high complexity, just a sprawl
Large number of information sources and variations
Many hidden interdependencies between rules
Vital to Impose Structure, Otherwise…
Difficult to comprehend, change, assess impact
Becomes an amorphous ‘bag of rules’
Loss of integrity and consistency: gaps, overlaps
Business Rules Alone Can’t SupportThis
We Need a Larger Organising Principle
Challenges in Compliance
1 Scale
12©2014 Lux Magi Ltd
16. ©2014 Decision Management Solutions 16
Business Rules Deliver Transparency
Scale
Transparency
Consistency
Agility
Effectiveness
17. ©2014 Decision Management Solutions 17
Business Rules Deliver Agility
public class Application {
private Customer customers[];
private Customer goldCustomers[];
...
public void checkOrder() {
for (int i = 0; i < numCustomers; i++) {
Customer aCustomer = customers[i];
if (aCustomer.checkIfGold()) {
numGoldCustomers++;
goldCustomers[numGoldCustomers] = aCustomer;
if (aCustomer.getCurrentOrder().getAmount() > 100000)
aCustomer.setSpecialDiscount (0.05);
}
}
}
If customer is GoldCustomer
and Home_Equity_Loan_Value is more than $100,000
then college_loan_discount = 0.5%
College Loan Discounts
Current Discount =
Eligibility
Gold Customer and
Home Equity Loan more than $100,000
%
Which would you
rather change?
Scale
Transparency
Consistency
Agility
Effectiveness
18. ©2014 Decision Management Solutions 18
Hard To Measure Effectiveness
Rarely just one rule
Many rules must be executed
to deliver improvement
Mapping rules to KPIs does
not work
Scale
Transparency
Consistency
Agility
Effectiveness
19. ©2014 Decision Management Solutions
Hard To Scale
19
Scale
Transparency
Consistency
Agility
Effectiveness
Lots of regulations
Lots of policies
Lots of rules
No structure
20. Hard To Be Consistent
Rules spread across processes
and systems like Peanut Butter
20©2014 Decision Management Solutions
Scale
Transparency
Consistency
Agility
Effectiveness
22. ©2014 Decision Management Solutions
Decision Management
A business discipline and a technology stack
That builds on existing IT infrastructure
Enhancing business processes
Increasing transparency and business control
Leveraging analytics to manage uncertainty
It is a proven framework
for implementing business
rules management systems
22
24. ©2014 Decision Management Solutions 24
Put Decisions In Context
Know which business
processes will be improved by
your rules
Know when your rules will be
needed to make a decision
Know how you will have to
deploy your rules to automate
decisions
Know who needs to be
involved in elicitation and
manage - and why
Scale
Transparency
Consistency
Agility
Effectiveness
25. ©2014 Decision Management Solutions 25
Tie KPIs to Decisions
KPIs impacted by decision
Capital
Adequacy
Accuracy of
Liquidity
Profile
Accuracy
of Risk
Reporting
… …
Is this instrument eligible for
use as collateral * *
What is the asset class of this
instrument? * *
What is the worst credit rating
of this instrument? * * *
…
Scale
Transparency
Consistency
Agility
Effectiveness
26. ©2014 Decision Management Solutions 26
How To Describe Decisions
Information
• What is needed?
• Where does it come
from?
Know-how
• How to make it
• How to improve it
Precision
• Exactly how?
• Specificity without
technical details
27. ©2014 Decision Management Solutions 27
Decisions Require Information
“Determine Federal Reserve Eligibility”
requires Currency Classification and Eligibility
“ValidateTax Return”
requires Return and Citizen information
“Refer claim for fraud”
requires Claim and Provider information
28. ©2014 Decision Management Solutions 28
Decisions Require Knowledge
“Determine Federal Reserve Eligibility”
requires Collateral Guidelines andVolatility
“ValidateTax Return”
requiresTax Regulations
“Refer claim for fraud”
requires likelihood of fraud
29. ©2014 Decision Management Solutions 29
Decompose Decisioning
What is required to make decision?
Information
Guidelines, policy
Expertise
Regulations
Predictive Analytic Models
Data Mining Results
The results of other decisions
30. ©2014 Decision Management Solutions 30
Decisions Require Decisions
These decisions must be made first
Scale up and down
Scale
Transparency
Consistency
Agility
Effectiveness
31. ©2014 Decision Management Solutions 31
Decision Models Improve Compliance
Transparency
of Sources
Consistent Rule
Groups
Scale and Reuse
34. Decision Modeling and Notation (DMN)
“… provide a common notation that is readily
understandable by all business users... DMN creates a
standardized bridge for the gap between the business
decision design and decision implementation.”
Use Cases
Modeling Human Decision-making
Modeling Requirements for automated Decision-making
Implementing automated Decision-making
OMG Beta Specification
Released Standard expected mid-2014
Decision Management Solutions, IBM, Oracle,TIBCO, FICO, Escape
Velocity, KUL, Model Systems, KPI,Visumpoint
©2014 Decision Management Solutions
36. Walkthrough
We’ve Seen How…
Scale is Addressed by Providing Structure
Transparency is Addressed by Linking to Sources
Effectiveness Measurements are Built in
Consistency Support by Process/Event/Decisions
Agility
Handled by impact assessment (shown)
Deployment to BRMS (not shown)
36©2014 Lux Magi Ltd
40. Decisions First
Decisions first, rules second
Make Decisions part of Business Architecture
Adopt Decision Modeling
40©2014 Decision Management Solutions
Scale
Transparency
Consistency
Agility
Effectiveness
41. DecisionsFirst Modeler
Social, collaborative, cloud-based Decision Management
modeling software that puts decisions at the heart of your
business architecture, building better requirements and
driving successful business rules implementations
41©2013 Decision Management Solutions
decisionmanagementsolutions.com/decisionsfirst-modeler
42. Free Companion White Paper
Download the companion
white paper
http://www.decisionmanageme
ntsolutions.com/whitepaper/
rapid-and-cost-effective-
financial-compliance/
42©2014-15 Decision Management Solutions