Weitere ähnliche Inhalte Ähnlich wie Simplifying Complex Processes with Decision Management (20) Kürzlich hochgeladen (20) Simplifying Complex Processes with Decision Management1. @jamet123 #decisionmgt © 2016 Decision Management Solutions
James Taylor
CEOSimplifying Complex Processes
with Decision Management
2. @jamet123 #decisionmgt © 2016 Decision Management Solutions 2
AGENDA
▶The challenge of over complex
processes
▶Case studies in process complexity
▶Simplifying processes with decision
management
▶Finding decisions in your processes
▶Not just simpler, smarter too
▶Wrap and next steps
3. @jamet123 #decisionmgt © 2016 Decision Management Solutions 3
The One Slide You Need
▶Complex processes are costly and not agile
▶Unmanaged decisions cause process complexity
▶Managing decisions makes processes more agile
▶Managing decisions makes processes smarter
▶Business rules drive decisions
▶Processes and decisions are complementary
▶… but not the same
5. @jamet123 #decisionmgt © 2016 Decision Management Solutions 5
Process Complexity Is The Enemy
▶Harder to assure process quality
▶Customers don’t like long processes
▶Hard to find places to apply learning
▶More expensive
▶Hard to make changes safely, reducing agility
7. @jamet123 #decisionmgt © 2016 Decision Management Solutions 7
Fortune 20 Call Center
▶Making the right
decision at the start of
the call turns long,
costly processes into
straightforward,
customer-pleasing
interactions.
8. @jamet123 #decisionmgt © 2016 Decision Management Solutions 8
North American Life Insurer
▶Immediately identifying
which claims should be
fast tracked, which
referred for fraud
investigation and which
reviewed by a claims
adjudicator results in
clear, simple
sub-processes
9. @jamet123 #decisionmgt © 2016 Decision Management Solutions 9
International Retailer
▶Cross-channel
coordination ensures
that all relevant offers,
including loyalty
programs, are combined
at the point of sale,
with consistent pricing
rules applied.
11. @jamet123 #decisionmgt © 2016 Decision Management Solutions 11
Complexity From Multiple Processes
▶30 similar processes or just one?
13. @jamet123 #decisionmgt © 2016 Decision Management Solutions 13
Identifying Decisions
▶A choice, a selection
▶Made after consideration
▶Results in action not just knowledge
14. @jamet123 #decisionmgt © 2016 Decision Management Solutions 14
Decisions Can Be Choices
▶Should we decline or approve this application?
15. @jamet123 #decisionmgt © 2016 Decision Management Solutions 15
… Or Combinations Of Possibilities
▶What price, terms and conditions should we offer
this customer?
16. @jamet123 #decisionmgt © 2016 Decision Management Solutions 16
Decision Management
▶Decision Management allows an organization to control,
manage, and automate the repeatable decisions at the heart
of its business by effectively applying business rules and
advanced analytic technology.
▶Decision Management:
▶Improves accuracy
▶Delivers consistency
▶Increases agility
▶Reduces decision latency
▶Reduces costs
▶It is a proven framework
for implementing Business
Rules Management Systems
and Predictive Analytics
19. @jamet123 #decisionmgt © 2016 Decision Management Solutions 20
Managing Decisions Simplifies Them
▶Separating Decisions
simplifies Processes
▶Modeling Decisions and
managing Business Rules
brings clarity
20. @jamet123 #decisionmgt © 2016 Decision Management Solutions 21
Separation Adds Agility
21
v1 v2 v3 v4 v5
v1 v2 v3 v4 v5
v1 v2
v1 v2 v3 v4 v5 v6
v1
v1 v2 v3 v4 v5
Stable business process
Variable change cycle
Matched change cycle
Process Decision
22. @jamet123 #decisionmgt © 2016 Decision Management Solutions 23
Finding Decisions
Worklists
Extreme
Branching
Procedures,
cheat
sheets
Approvals,
escalations
23. @jamet123 #decisionmgt © 2016 Decision Management Solutions 24
Decisioning Words
▶Choose
▶Select
▶Calculate
▶Determine
▶Assess
▶Validate
▶Find the question…
24. @jamet123 #decisionmgt © 2016 Decision Management Solutions 25
Eligibility Decisions
▶Is this customer/prospect/citizen eligible for this
product/service?
▶They are made over and over again
▶They should be made consistently every time.
▶They are rules-based
25. @jamet123 #decisionmgt © 2016 Decision Management Solutions 26
Calculations
▶What is the correct price/rate for this
product/service?
▶Calculations are usually operational
▶They are overwhelmingly rules-based
▶The rules are generally fixed and repeatable
▶Calculations are often embedded in code
26. @jamet123 #decisionmgt © 2016 Decision Management Solutions 27
Risk-based Operational Decisions
▶How risky is this customer and what should we do
about it?
▶Risk is acquired one customer, one transaction at a
time
▶A big gap between the value of a good decision and
the value of a bad one
▶To assess risk in these decisions requires analytics to
predict the risk
27. @jamet123 #decisionmgt © 2016 Decision Management Solutions 28
Opportunity-based Operational Decisions
▶How profitable might this customer be?
▶Customer-centric.
▶Cross-sell and up-sell decisions for example
▶Little difference between good and bad decisions
▶Analytics predict response, opportunity, potential
▶These must change rapidly to take advantage of
competitive and market circumstances
28. @jamet123 #decisionmgt © 2016 Decision Management Solutions 29
Micro Decisions
▶How many decisions are involved in sending a letter
to 10,000 customers?
▶Just a few design decisions
▶Or 10,000 one micro decision per customer
▶Many strategic decisions can only be implemented if
many supporting micro decisions are also made
29. @jamet123 #decisionmgt © 2016 Decision Management Solutions 30
Vessel Underwriting Example
Gather policy
application data
Validate application
Eliminate
unqualified applicants
Conduct physical
inspection
Underwrite policy
Complete new
business processing
30. @jamet123 #decisionmgt © 2016 Decision Management Solutions 31
Vessel Underwriting Example
Gather policy
application data
Validate application
Eliminate
unqualified applicants
Conduct physical
inspection
Underwrite policy
Complete new
business processing
31. @jamet123 #decisionmgt © 2016 Decision Management Solutions 32
Vessel Underwriting Example
Gather policy
application data
Validate application
Eliminate
unqualified applicants
Conduct physical
inspection
Underwrite policy
Complete new
business processing
Decision:
Is this application
complete and
correct?
32. @jamet123 #decisionmgt © 2016 Decision Management Solutions 33
Vessel Underwriting Example
Gather policy
application data
Validate application
Eliminate
unqualified applicants
Conduct physical
inspection
Underwrite policy
Complete new
business processing
Decision:
Is this application
a high fraud risk?
Decision:
Is this the type of
vessel we insure?
33. @jamet123 #decisionmgt © 2016 Decision Management Solutions 34
Vessel Underwriting Example
Gather policy
application data
Validate application
Eliminate
unqualified applicants
Conduct physical
inspection
Underwrite policy
Complete new
business processing
34. @jamet123 #decisionmgt © 2016 Decision Management Solutions 35
Vessel Underwriting Example
Gather policy
application data
Validate application
Eliminate
unqualified applicants
Conduct physical
inspection
Underwrite policy
Complete new
business processing
Decision:
What exclusions?
Decision:
What coverage?
Decision:
How risky?
Decision:
What price?
35. @jamet123 #decisionmgt © 2016 Decision Management Solutions 36
Vessel Underwriting Example
Gather policy
application data
Validate application
Eliminate
unqualified applicants
Conduct physical
inspection
Underwrite policy
Complete new
business processing
37. @jamet123 #decisionmgt © 2016 Decision Management Solutions 38
Analytics Have Real Power
Customer
Retention
Campaign
Response
Acquisition
Rates
Online
Conversion
Fraud CrimeWasted
Spend
Risk
38. @jamet123 #decisionmgt © 2016 Decision Management Solutions 39
Analytics Drive Better Decisions
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Analytics help you understand why and when
Rules address what might happen
41. @jamet123 #decisionmgt © 2016 Decision Management Solutions 42
Why Manage Decisions Independently
▶Faster, easier, independent decision logic changes
▶Coordination across channels, products
▶Simpler processes that are easier to manage
▶Higher productivity and resource utilization
▶Analytic insights for making better decisions
▶Continuous improvement of decisions and results
42. @jamet123 #decisionmgt © 2016 Decision Management Solutions 44
Value From Processes And Decisions
Process is simplified, robust
Independent process & decision changes
Decisions are reusable
Decisions are easily modeled
Analytics drive decision-making
Process is complex, brittle
Decisions only evolve with process
Hard to share decisions
Hard to model decisions precisely
Hard to apply analytics
PROCESS AND DECISIONPROCESS ONLY
43. @jamet123 #decisionmgt © 2016 Decision Management Solutions 45
Action Plan
• Hidden decisions, transactional decisions, customer
decisions
• Decisions buried in complex processes
• Decisions that are the difference between two processes
Identify your
decisions
• Adopt business rules approach and technology
• Investigate data mining and predictive analytics
• Think about adaptive control
Adopt
decisioning
technology
• Learn, understand and teach the difference
• Think about their independent lifecycles
• Manage them both equally
Think about
Decisions and
Processes
44. @jamet123 #decisionmgt © 2016 Decision Management Solutions 46
The One Slide You Need
▶Complex processes are costly and not agile
▶Unmanaged decisions cause process complexity
▶Managing decisions makes processes more agile
▶Managing decisions makes processes smarter
▶Business rules drive decisions
▶Processes and decisions are complementary
▶… but not the same
45. @jamet123 #decisionmgt © 2016 Decision Management Solutions 47
Decision Management Solutions
▶Original co-submitter of DMN
▶Fortune 500 clients in insurance, banking,
manufacturing, telecommunications,
travel and leisure, health care,
health management, and retail
▶James Taylor, CEO, industry expert
▶Extensive decision management resources
▶Widely cited independent research
▶White papers
▶Live educational webinars
46. @jamet123 #decisionmgt © 2016 Decision Management Solutions 48
Decision Management Solutions
▶Training
▶We are the most
experienced decision
management and decision
modeling trainers in the
world
▶Trained over 800 people
worldwide to date
▶We specialize in helping
organizations become self
sufficient in Decision
Management
▶DMN-based, future-
proofing your investment
▶Consulting
▶Fortune 500 clients in
insurance, banking,
manufacturing,
telecommunications,
travel and leisure, health
care, health management,
and retail
▶Widely cited research,
white papers, webinars