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Understanding Cumulative
Flow Diagrams (CFDs)
Mark Grove
mkgrov
Learn How to Interpret CFD Patterns to Better
Understand Your Team’s Flow of Work
Understanding Cumulative
Flow Diagrams (CFDs)
Learn how to interpret CFD patterns to better understand
your team’s flow of work
Mark Grove
mkgrov
Mark Grove
mkgrov
Managing Consultant @ Excella / Ten years as Agile Coach
Professional Interests: System optimization / Value delivery / Flow of work
Personal Interests: Amateur astronomy / Photography / Pop & rock music history
This is a workshop. Meet your neighbors!
• Take a minute to think of a toy that best
reflects your personality and why!
• Take 5 minutes to share your name, where
you’re from, and why you picked the toy you
did with others at your table.
Get to Know Each Other
Today’s
Agenda
5
Part One:
 My Motivation
 Why care about the CFD?
 Constructing the CFD
 Three important flow metrics
Part Two (Workshop):
 Identifying CFD patterns
 CFDs and burndown charts
(complementing, replacing?)
Today’s discussion is tool agnostic.
Part One:
My Motivation
6
• Beginner agilists/metrics
• Moved to Kanban recently
• Not enough attention to flow
• For Scrum teams: Burndowns only
• Complements my other flow
workshops
Why Care
About the CFD?
7
 Provides graphical view of work
item flow across team board
 Identify recurring patterns
 Highlight bottlenecks and their impacts
 Provide insight into predictability
 Keeps front and center the
interrelationship of three very
important flow metrics
 Provides deeper insight than a
velocity-based burnup or
burndown chart
Benefits of
Understanding
CFDs
• Visualizes your flow of work
• Identifies bottlenecks
• Provides insight into predictability
8
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Constructing
the CFD
9
Discover Implement Verify Done
Options
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Constructing the CFD
1-Oct
2
Discover
2
Implement
2
Verify
0
Total Done
10
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Discover Implement Verify Done
Options
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Constructing the CFD
11
1-Oct 2-Oct
Discover 2 3
Implement 2 3
Verify 2 2
Total Done 0 2
Discover Implement Verify Done
Options
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Constructing the CFD
12
1-Oct 2-Oct 3-Oct
Discover 2 3 4
Implement 2 3 3
Verify 2 2 2
Total Done 0 2 4
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Discover Implement Verify Done
Options
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Constructing the CFD
13
1-Oct 2-Oct 3-Oct 4-Oct
Discover 2 3 4 5
Implement 2 3 3 2
Verify 2 2 2 3
Total Done 0 2 4 7
Discover Implement Verify Done
Options
Constructing the CFD
14
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
1-Oct 2-Oct 3-Oct 4-Oct 5-Oct
Discover 2 3 4 5 4
Implement 2 3 3 2 2
Verify 2 2 2 3 3
Total Done 0 2 4 7 11
Discover Implement Verify Done
Options
Constructing the CFD
15
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
1-Oct 2-Oct 3-Oct 4-Oct 5-Oct 6-Oct
Discover 2 3 4 5 4 4
Implement 2 3 3 2 2 3
Verify 2 2 2 3 3 3
Total Done 0 2 4 7 11 15
Discover Implement Verify Done
Options
Constructing the CFD
16
1-Oct 2-Oct 3-Oct 4-Oct 5-Oct 6-Oct 7-Oct
Discover 2 3 4 5 4 4 4
Implement 2 3 3 2 2 3 3
Verify 2 2 2 3 3 3 4
Total Done 0 2 4 7 11 15 17
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
Discover Implement Verify Done
Options
Constructing the CFD
17
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
1-Oct 2-Oct 3-Oct 4-Oct 5-Oct 6-Oct 7-Oct 8-Oct
Discover 2 3 4 5 4 4 4 5
Implement 2 3 3 2 2 3 3 3
Verify 2 2 2 3 3 3 4 4
Total Done 0 2 4 7 11 15 17 20
Discover Implement Verify Done
Options
Constructing the CFD
18
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
1-Oct 2-Oct 3-Oct 4-Oct 5-Oct 6-Oct 7-Oct 8-Oct 9-Oct
Discover 2 3 4 5 4 4 4 5 5
Implement 2 3 3 2 2 3 3 3 4
Verify 2 2 2 3 3 3 4 4 4
Total Done 0 2 4 7 11 15 17 20 23
Discover Implement Verify Done
Options
Constructing the CFD
19
0
5
10
15
20
25
30
35
40
Discover
Implement
Verify
Total Done
1-Oct 2-Oct 3-Oct 4-Oct 5-Oct 6-Oct 7-Oct 8-Oct 9-Oct 10-Oct
Discover 2 3 4 5 4 4 4 5 5 6
Implement 2 3 3 2 2 3 3 3 4 5
Verify 2 2 2 3 3 3 4 4 4 3
Total Done 0 2 4 7 11 15 17 20 23 25
Discover Implement Verify Done
Options
Three
Important
Flow Metrics
Throughput
(Number of
items
completed per
unit of time)
Cycle Time
(time to
complete)
Work in
Progress
(WIP)
20
Little’s Law
21
WIP
On October 29, the
20th work item was
pulled onto the board,
and 11 total items
were completed.
Thus, the WIP is 9
(20 – 11)
0
5
10
15
20
25
30
35
40
45
Number
of
Items
Discover
Implement
Verify
Done
9 Items
22
WIP
0
5
10
15
20
25
30
35
40
45
Number
of
Items
Discover
Implement
Verify
Done
Approximate Average
Cycle Time
Beginning around Oct
29th and ending
around November
19th, the cycle time is
approximately three
weeks.
21 Days = 3 weeks
Approximate
Average Cycle Time
23
Average Throughput
9 items over 21 days.
Throughput is 9/21 =
3/7 or 3 items per week
0
5
10
15
20
25
30
35
40
45
Number
of
Items
Discover
Implement
Verify
Done
Average
Throughput
9 Items
21 Days = 3 weeks
24
0
5
10
15
20
25
30
35
40
45
Number
of
Items
Discover
Implement
Verify
Done
Average WIP
Approximate
Average Cycle Time
Average
Throughput
WIP can play a big role
in affecting time to
completion
25
0
5
10
15
20
25
30
35
40
45
Number
of
Items
Discover
Implement
Verify
Done
WIP can play a big role
in affecting time to
completion
Approximate
Average Cycle Time
Average WIP
Average
Throughput
26
0
5
10
15
20
25
30
35
40
Number
of
Items
The more in your
system, the longer it
takes any item to
complete
27
Start Starting and Stop Finishing
28
Start Starting and Stop Finishing
Stop Starting and Start Finishing!
29
 What do you see?
Observe each CFD. What are you noticing?
What patterns may be present? Are there
any trends? What does the team see?
What could be causing this pattern? Have
you seen this before? What has prior
experience taught you? What questions
would you have for the team? What does
the team think?
What ideas do you have that may address
the pattern? Are there experiments worth
trying? What has the team already tried?
Did it work?
 Why might it be occurring?
 What might you suggest?
Part Two:
Identifying
CFD Patterns
30
1.
What Do You See?
Why might it be
occurring?
What might you
suggest? 0
5
10
15
20
25
30
35
Number
of
Items
Discover
Implement
Verify
Done
31
0
5
10
15
20
25
30
35
Number
of
Items
Discover
Implement
Verify
Done
2.
What Do You See?
Why might it be
occurring?
What might you
suggest?
32
3.
What Do You See?
Why might it be
occurring?
What might you
suggest?
0
5
10
15
20
25
30
35
40
Number
of
Items
Discover
Implement
Verify
Done
33
0
2
4
6
8
10
12
Wed Thu Fri Mon Tue Wed Thu Fri Mon Tue
Number
of
Items
Discover
Implement
Verify
Done
4.
What Do You See?
Why might it be
occurring?
What might you
suggest?
34
5.
What Do You See?
Why might it be
occurring?
What might you
suggest?
0
5
10
15
20
25
30
35
40
45
50
Number
of
Items
Discover
Implement
Verify
Done
35
6.
What Do You See?
Why might it be
occurring?
What might you
suggest?
36
0
5
10
15
20
25
30
35
40
Number
of
Items
Discovery
Implement
Verify
Done
 Let’s look at how a CFD could
complement and perhaps simply
replace a burndown chart.
CFDs and
Burndown Charts
37
 Let’s assume a Scrum team
7.
What Do You See?
Why might it be
occurring?
What might you
suggest?
0
1
2
3
4
5
6
7
8
9
10
Wed Thu Fri Mon Tue Wed Thu Fri Mon Tue
Number
of
Items
Discover
Implement
Verify
Done
38
0
1
2
3
4
5
6
7
8
9
10
Wed Thu Fri Mon Tue Wed Thu Fri Mon Tue
Burndown Chart
Corresponding
Burndown Chart
39
Burndown Chart and
corresponding CFD for
a Simple To Do, Doing,
Done board
40
0
2
4
6
8
10
12
Wed Thu Fri Mon Tue Wed Thu Fri Mon Tue
Number
of
Items
To Do
Doing
Done
0
2
4
6
8
10
Wed Thu Fri Mon Tue Wed Thu Fri Mon Tue
Burndown Chart
Note how the CFD can
provide deeper insight
toward how the team
worked during the
sprint.
To Do Doing Done
41
0
2
4
6
8
10
12
Wed Thu Fri Mon Tue Wed Thu Fri Mon Tue
Number
of
Items
To Do
Doing
Done
0
2
4
6
8
10
Wed Thu Fri Mon Tue Wed Thu Fri Mon Tue
Burndown Chart
Note how the CFD can
provide deeper insight
toward how the team
worked during the
sprint.
To Do Doing Done
Burndown Chart and
corresponding CFD for
a Simple To Do, Doing,
Done board
excella.com | @excellaco
Thank you!!
Mark Grove
mark.grove@excella.com

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